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2025
April
- Cognition's DeepWiki, a free encyclopedia of all GitHub reposdeepwiki perception-encoders qwen dia-1.6b deep-research grok-3-beta o4-mini gemini-2.5-pro claude-3.7 deepseek-r1-1776 openai-o4-mini vllm surya-ocr cognition meta alibaba hugging-face openai perplexity-ai vllm github ai-models vision-encoders chat-apps text-to-speech deep-research rlhf ocr datasets frameworksAI news highlights the launch of DeepWiki, a free encyclopedia of GitHub repositories, and updates on various AI models and tools including Meta's perception encoders, Qwen chat app, Hugging Face integrations, OpenAI's deep research, and new OCR models. The news also covers model releases, inference capabilities, and new frameworks for AI development.
- gpt-image-1 - ChatGPT's imagegen model, confusingly NOT 4o, now available in APIgpt-image-1 gpt-4 gpt-4-mini gpt-4.1 gemini-2.5-pro qwen-2.5-vl-72b eagle-2.5-8b dam openai nvidia image-generation multimodal model-performance benchmarking supercomputing content-moderation long-video-understanding ai-scaling virology-capabilitiesAutoregressive Imagegen introduces a new official API for GPT 4o, enabling advanced image generation, editing, transparency, and moderation features. The news covers recent AI model performance, benchmarks, supercomputer scaling, and Nvidia's new multimodal model for image and video captioning.
- not much happened todaynemotron-h eagle-2.5 gemini-2.5 gemma-3 qwen2.5-32b scaling01 uni3c seedream-3.0 kimina-prover bitnet-b1.58 the-ai-timeline nvidia alibaba bytedance adobe model-releases multimodal transformers long-context-learning reinforcement-learning video-generation diffusion-models large-language-models efficient-llms ai-researchA quiet day in AI news with updates on model releases including Nemotron-H, Nvidia Eagle 2.5, Gemini 2.5, Gemma 3, SRPO with Qwen2.5-32B, Alibaba's Uni3C, ByteDance's Seedream 3.0, Adobe DRAGON, Kimina-Prover, and BitNet b1.58, along with research on antidistillation sampling.
- not much happened today; New email provider for AINewsgemini-2.5-pro gpt-4.1 gpt-4.1-mini gpt-4.1-nano gemini-2.5-flash seaweed-7b claude embed-4 grok openai google byte-dance anthropic cohere xai model-releases benchmarks reasoning-ai multimodal text-to-video video-ai audio-driven-synthesis values-in-ai embedding-models search-and-retrieval ai-automation agentic-workflowsAI news from April 18-21, 2025, covering model updates, new releases, and AI applications including OpenAI, Google Gemini, ByteDance Seaweed, Anthropic Claude, Cohere Embed 4, Elon Musk's xAI Grok, and AI workflows.
- Grok 3 & 3-mini now API Availablegrok-3-mini gemini-2-5-pro gemini-2-5-flash llama-3 maverick o3 o4-mini gemma-3 x.ai openai google deepmind llamaindex gdb mckbrando epochai-research goodfireai tamaybes reach_vb ai-agent-development multi-agent-systems ai-code-editing model-performance benchmarking ai-startups neural-programming virtual-work-environments quantization-aware-trainingAI news from 4/17/2025-4/18/2025 covers new model releases like Grok 3 mini, Gemini 2.5 Pro and Flash, and updates on Llama 3, Maverick, and Gemma models. Highlights include AI agent frameworks, code editing tools, startup funding, and infrastructure advancements.
- Gemini 2.5 Flash completes the total domination of the Pareto Frontiergemini-2.5-flash o3 o4-mini google openai model-releases multimodal tool-use benchmarking ai-research ai-modelsGemini releases Gemini 2.5 Flash with new 'thinking budget' feature, emphasizing model control and performance. OpenAI launches o3 and o4-mini models with strong multimodal and tool use capabilities. The AI community discusses model benchmarks, tool integration, and Google's renewed focus on Gemini.
- OpenAI o3, o4-mini, and Codex CLIo3 o4-mini gpt-4.1 gemini-2.5-pro seedream-3.0 openai reinforcement-learning multimodal tool-use model-optimization open-source benchmarking ai-modelsOpenAI launched o3 and o4-mini models with improvements in scaling RL and efficiency, featuring better vision and tool use, and introduced Codex CLI, an open-source coding agent. The release received positive feedback, with comparisons to other models like Gemini 2.5 Pro and benchmarks showing enhanced performance.
- QwQ-32B claims to match DeepSeek R1-671Bqwen2.5-plus qwen-2.5-plus qwenq-32b gpt-4.5 alibaba openai reinforcement-learning multimodal model-optimization benchmarking ai-models language-models math coding alignment human-preferenceThe article discusses the release of Alibaba's Qwen2.5-Plus + Thinking (QwQ) model, a 32B reasoning model with staged reinforcement learning focusing on math, coding, and general capabilities. It also covers the rollout of GPT-4.5, user feedback, and benchmark comparisons.
- SOTA Video Gen: Veo 2 and Kling 2 are GA for developersgpt-4.1 veo-2 kling-2 openai google generative-ai video-generation api-updates model-performance benchmarking multimodalAI news covers the release of GPT-4.1 family with improvements in coding, instruction following, and long context, along with new video generation models like Google's Veo 2 and Kling 2. The news also discusses API updates, model performance, and industry excitement.
- GPT 4.1: The New OpenAI Workhorsegpt-4-1 gpt-4-1-mini gpt-4-1-nano openai ai-models benchmarking prompting instruction-following coding api model-deprecation performance-comparisonGPT 4.1 from openai introduces new benchmarks, prompting guides, and improved performance in coding and instruction following. The release includes GPT-4.1 mini and nano models, with discussions on pricing, capabilities, and model deprecation. The news covers Twitter reactions, performance benchmarks, and industry implications.
- not much happened todaygrok-3 grok-3-mini gpt-4.5 claude-3.7-sonnet quasar-alpha optimus-alpha llama-4-scout llama-4-maverick internvl3 qwen2.5vl epochairesearch rasbt scaling01 sarahookr mervenoyann theturingpost cloneofsimo akhaliq gneubig lioronai openai svpino mathemagic1an language-models benchmarks reinforcement-learning multimodal vision-language-models agents tooling ai-infrastructureAI news for April 10-11, 2025, covering language models, vision and multimodal models, AI agents, tooling, and infrastructure updates. Highlights include evaluations of Grok-3, RL improvements for small LLMs, new vision models like Kaleidoscope, InternVL3, and TransMamba, as well as AI applications such as FilmAgent AI and BrowseComp.
- not much happened todaytpuv7 gb200 gpt-4.1 grok-3-mini ironwood-tpu google nvidia xai openai sama epoch-ai hardware-accelerators ai-models ai-hardware ai-industry ai-research ai-infrastructure ai-competitions ai-eventsAI news from April 9-10, 2025, covering hardware updates, new models, and industry events. Highlights include Google's TPUv7, Ironwood TPU, GPT-4.1 upgrade leaks, X.ai's Grok 3 API, and various AI industry discussions.
- Google's Agent2Agent Protocol (A2A)gpt4o llama-4-scout llama-4-maverick deepcoder-14b llama-3-1-nemotron-ultra google deepmind anthropic meta uc berkeley nvidia agent-interoperability multimodal-models large-language-models coding-models ai-model-updatesGoogle Cloud Next announcements include full MCP support and new Agent to Agent protocol, enhancing agent interoperability with partners like Anthropic. The protocol features Agent Card, Task, Messages, Artifact, and supports enterprise auth, observability, streaming, and push notifications. Additionally, AI model updates include Moonshot AI's Kimi-VL-A3B, Meta's Llama 4 Scout and Maverick, DeepCoder 14B from UC Berkeley, and Nvidia's Llama 3.1 Nemotron Ultra 253B.
- DeepCoder: A Fully Open-Source 14B Coder at O3-mini Levelgemini-2-5-pro kimi-vl-a3b deepcoder-14b llama-4-scout maverick gen-4-turbo imagen-3 veo-2 google meta moonshot-ai together-ai agentica huggingface model-releases multimodal text-to-image code-generation reinforcement-learning open-source vision-math-benchmarksAI news covers open-source models, new model releases from Google, Meta, Moonshot AI, and collaborations like DeepCoder-14B by Together AI and Agentica. Highlights include Gemini 2.5 Pro, Kimi-VL-A3B multimodal LM, DeepCoder-14B coding model, Llama 4 Scout, Maverick, Google Imagen 3, and Veo 2.
- Llama 4's Controversial Weekend Releasellama-4 meta large-language-models multimodal model-releases training-data benchmarking open-modelsMeta released Llama 4, a new multimodal large language model, with mixed reception regarding its transparency, performance, and implementation issues. The release included a 109B parameter Scout model and a 2 trillion parameter behemoth, aiming to restore Meta's position in open AI models. Discussions highlight concerns about training data, benchmark performance, and release transparency.
- not much happened todayo3 o4-mini gpt-5 gemma-3 qwen-2.5-vl gemini-2.5-pro gemma-2-27b llama-3.1 openai google anthropic meta deepseek model-releases model-capabilities benchmarks long-form-reasoning reward-modeling attention-sinks scaling large-language-models mixture-of-expertsAI news covers model release updates, new model capabilities, benchmarks, and industry developments including OpenAI, google, anthropic, meta, and deepseek. Highlights include GPT-5 delays, Gemini 2.5 Pro preview, and research on LLM attention behavior.
- not much happened todaygemini-2-5-pro deepseek-v3 qwen-2-5 claude-3-7-sonnet google meta anthropic openai runway large-language-models model-performance ai-evaluation chains-of-thought ai-safety ai-tools ai-frameworks multi-agent-systems media-creationAI news for April 2-3, 2025, covering model performance, new tools, and research insights. Highlights include Gemini 2.5 Pro, DeepSeek V3, Qwen 2.5, and concerns about chains-of-thought in LLMs, along with new frameworks like PaperBench and CodeAct.
- not much happened todaygpt-2 gemma-3 gemmacoder3-12b qwen-2.5-omni gemini openai deepseek alibaba amazon bmw open-source-models model-performance benchmarks ai-product-releases humanoid-robots ai-researchAI news for late March 2025 covers open-source model releases, benchmark performances, new AI tools, and research updates, highlighting OpenAI's open-weight models, Gemini's math progress, and humanoid robot deployments.
- >$41B raised today (OpenAI @ 300b, Cursor @ 9.5b, Etched @ 1.5b)gpt-4 sonnet-3.5 o1 gemini-2.5-pro gemini-2.5 gemini-2.0 deepseek-v3-0324 amazon openai deepseek scaling sophont gemini skypilot agentevals karpathy language-models open-models multimodal healthcare-ai ai-application ai-frameworks ai-tools cost-efficiency ai-research ai-startupsAI News for 3/28/2025-3/31/2025 covers major funding rounds, OpenAI's upcoming open language model, advancements in Gemini models, new multimodal healthcare foundation models, and AI tools like SkyPilot and AgentEvals.
March
- not much happened todaygpt-4o deepseek-v3 claude-3-sonnet o3-mini gemini-2.5-pro sama kevinweil artificialanlys joannejang nrehiew_ giffmana philschmid scaling01 cursor_ai windsurf_ai saranormous togethercompute hypertecgroup coreweave lateinteraction model-performance coding-assessment instruction-following policy-compliance image-generation multimodal video-understanding audio-processing ai-infrastructure gpu-clusters ipo ai-engineeringAI news for March 27-28, 2025, covering model updates, performance assessments, infrastructure developments, and AI engineering surveys.
- not much happened todaygpt-4o gpt-4o-latest gemini-2.5-pro gemini-3 openai swyx abacaj nrehiew_ sama joannejang giffmana lmarena_ai artificialanlys sambanova multimodal image-generation model-performance api ai-models ai-policy benchmarking coding-aiAI news for 3/26/2025-3/27/2025 covers updates on GPT-4o, multimodal models, image generation, model performance, DeepSeek APIs, and Gemini models, highlighting recent advancements, policy considerations, and new releases.
- OpenAI adopts MCPgemini-2.5-pro qwen-2.5-omni-7b deepseek-v3-0324 openai google alibaba mcp-support large-language-models multimodal-ai model-performance benchmarking synthetic-data model-speed model-quantizationOpenAI announced MCP support, highlighting advancements in AI model interoperability. The news covers recent model performance updates, including Gemini 2.5 Pro's top rankings, Qwen 2.5 Omni's multimodal capabilities, and DeepSeekV3's benchmark improvements. Discussions include scaling laws of synthetic data, model speed, and benchmark reliability.
- Gemini 2.5 Pro + 4o Native Image Gengemini-2.5-pro gpt-4o google openai multimodal autoregressive image-generation language-models ai-researchAI news highlights the release of Gemini 2.5 Pro, the top model in the world with significant improvements and involvement from Noam Shazeer, and OpenAI's release of GPT 4o native image generation, a new autoregressive model with advanced multimodal capabilities.
- Halfmoon is Reve Image: a new SOTA Image Model from ex-Adobe/Stability trioreve stability adobe text-to-image visual-generation natural-language-understanding interactive-systems prompt-engineeringReve, a new image generation model from former Stability and Adobe alumni, aims to enhance visual generative models with logic and understanding of user intent, moving beyond simple slice-of-the-world generation.
- lots of little things happened this weekclaude-code llama-3.3-nemotron-49b sakata-ai gpt-4 gpt-3 claude-2 anthropic gemini nvidia meta roboflow kyutai-labs topaz-labs percy-liang instruction-following multi-step-problem-solving reasoning-benchmarks ai-models ai-research reinforcement-learning multiturn-agents ai-benchmarks ai-competitionsAI news highlights from March 20-21, 2025, including launches, research, benchmarks, and new models from companies like anthropic, gemini, nvidia, and meta, as well as updates on reasoning benchmarks and tools.
- Promptable Prosody, SOTA ASR, and Semantic VAD: OpenAI revamps Voice AIgpt-4o-transcribe gpt-4o-mini-tts o1-pro openai voice-models speech-to-text text-to-speech realtime-voice-detection audio-models model-performance open-sourceOpenAI has launched new voice models including speech-to-text, text-to-speech, and real-time voice detection updates, along with a demo site and new API features. The community is excited about advancements in audio processing, model performance, and open-source initiatives.
- Every 7 Months: The Moore's Law for Agent Autonomycosmos-transfer1 gr00t-n1-2b llama-4 phi-4-multimodal claude-3.7-sonnet nvidia meta microsoft agent-autonomy multimodal robot-reasoning text-to-speech ai-scaling-lawsAI news from March 18-19, 2025, highlights include research on agent autonomy scaling laws, Nvidia model releases Cosmos-Transfer1, GR00T-N1-2B, and Orpheus 3B, Meta's Llama-4 delay, and Microsoft's Phi-4-multimodal launch.
- not much happened todaygemini-2-0-flash imagen-3 mistral-small-3.1 olmo-32b shieldgemma-2 google mistral-ai allen-ai langchainai abacaj qodoai stripe-dev multimodal language-models open-source-llm ai-frameworks ai-safety ai-tools ai-applicationsNvidia GTC day features announcements including Google's Gemini 2.0 Flash with multimodal capabilities, Mistral AI's Small 3.1 with expanded context, Allen AI's OLMo-32B outperforming some models, ShieldGemma 2 for image safety, and updates on frameworks like LangChainAI and fasttransform. The event highlights advancements in multimodal models, open-source LLMs, and AI tools.
- Cohere's Command A claims #3 open model spot (after DeepSeek and Gemma)cohere-command-a-111b mistral-ai-small-3.1 smol-docling cohere mistral-ai smol-ai hugging-face large-language-models multimodal multilingual benchmarking open-source context-windows ocr model-rankingAI news from March 14-17, 2025, highlights open weights models, including Cohere's Command A, Mistral AI Small 3.1, and SmolDocling OCR. Notable discussions include model rankings, benchmarks like mcbench and HCAST, and the focus on long context windows, multilingual capabilities, and open-source deployment.
- not much happened todaygemini-2.0-flash-thinking command-a-111b dy-tanh qwq-32b gemma-3-27b google cohere meta alibaba google deepmind language-models model-updates model-performance benchmarking multilingual vision-aiAI news highlights updates on language models including Google's Gemini 2.0, Cohere's Command A, Meta's Dynamic Tanh, Alibaba's QwQ-32B, and Google's Gemma 3, along with market share shifts and upcoming surveys.
- not much happened todaydeepseek-r1 gemma-3-27b google nvidia openai deepseek aidangomez latentspace fp8-training model-efficiency ai-industry-debate model-deployment open-source-ai model-benchmarks ai-hardware ai-regulationAI news from March 12-13, 2025, covering model updates, industry debates, and community discussions. Highlights include DeepSeek R1's FP8 training, OpenAI's criticism of DeepSeek, and the release of Gemma 3.
- Gemma 3 beats DeepSeek V3 in Elo, 2.0 Flash beats GPT4o with Native Image Gengemma-3 gemini-2 o1-preview gemini-1.5 google openai model-releases multimodal multilingual benchmarking image-generation context-windowsGoogle announced the release of Gemma 3, a highly capable open model with 128k context, multilingual and multimodal support, and competitive benchmarks. The launch included updates on Gemini 2's image editing features and performance comparisons with other models like o1-preview and Gemini-1.5.
- The new OpenAI Agents PlatformOpenAI announced a comprehensive update for the Year of Agents, including new APIs, tools, and SDKs to enhance AI agent development and observability. The update features a Responses API, Web Search Tool, File Search Tool, Computer Use Tool, and an open source Agents SDK with integrated observability tools.
- not much happened todaynanoMoE gpt-4.5 claude-3.7 deepseek-r1 tinyr1-32b llama-3-8b cwolferesearch aymericroucher teortaxestex jonathanross321 theaitimeline akhaliq mixture-of-experts llm-benchmarks agentic-learning model-commoditization kv-cache-compression minimax-agent distillation search-capability transformer-architecture reinforcement-learningAI news from March 7-10, 2025, covers advancements in model architectures, benchmarks, and new AI models like nanoMoE, GPT-4.5, Claude-3.7, DeepSeek R1, and innovations such as Q-Filters, PokéChamp, TinyR1-32B, R1-Searcher, and Forget Gate in transformers.
- DeepSeek's Open Source Stackqwen-qwq-32b character-3 gemini-embeddings gemini-2.0-code-executor gpt-4.5 jamba-mini-1.6 mistral-ocr mercury-coder google openai deepmind ai-labs model-releases multimodal code-generation embeddings ocr benchmarking ai-researchAI news from March 7-8, 2025, covering new model releases, updates from companies like google, openai, deepmind, and ai labs, including Qwen QwQ-32B, Character-3, Gemini embeddings, GPT-4.5, Jamba Mini 1.6, Mistral OCR, and Mercury Coder.
- not much happened todayjamba-1.6 mistral-ocr qwen-32b o1 o3-mini jamba-1.6 instella babel-9b babel-83b claude-3.7 ai21-labs mistral-ai alibaba amd anthropic model-releases multimodal-ocr multilingual-llm reasoning-models open-models api-updates ai-deployment language-modelsAI News for 3/6/2025-3/7/2025. Highlights include new model releases from AI21 Labs, Mistral AI, Alibaba, AMD, and Anthropic, with advancements in multimodal OCR, reasoning models, open multilingual LLMs, and API updates.
- not much happened todayaya-vision-8b aya-vision-32b phi-4-mini phi-4-multimodal cogview4 wan-2.1 cohere microsoft alibaba google weaviate llama-internet model-releases multimodal vision-models text-to-image video-generation ai-plugins ai-products ai-company-newsWeave is all you need. AI news from 3/4/2025 to 3/5/2025 covers model releases, company updates, and new AI tools. Highlights include the release of Aya Vision models by Cohere, Phi-4-Mini and Phi-4-Multimodal by Microsoft, CogView4 text-to-image model, Wan 2.1 video generation from Alibaba, and Google Pixel AI features. LlamaCloud reaches GA and raises funding, Weaviate launches Query Agent.
- Anthropic's $61.5B Series Egpt-4.5 claude-3.7 deepseek-r1 claude-sonnet-3.7 anthropic openai deutsche-telekom model-performance benchmarks funding partnerships ai-leaderboard llm-evaluation ai-industry ai-researchAI News for 3/3/2025-3/4/2025. Highlights include GPT 4.5 topping leaderboards, industry funding rounds such as Anthropic's $3.5B, and partnerships like Perplexity AI with Deutsche Telekom. Discussions focus on model performance, benchmarks, and industry developments.
- not much happened todaygpt-4.5 gpt-4 claude-3.7 gpt-4o openai anthropic large-language-models ai-performance ai-evaluation ai-speed ai-capabilities ai-pricing multimodal-ai ai-comparison ai-humor ai-ethicsDiscussion around GPT-4.5's performance, user perception, speed, capabilities, pricing, and comparison with other models like Claude 3.7 and GPT-4.
February
- GPT 4.5 — Chonky Orion ships!gpt-4.5-preview phi-4-multimodal phi-4-mini gpt4o grok-3 claude-3.7 gemini-2.0-flash command-r7b-arabic openai microsoft cohere model-releases multimodal natural-language-processing ai-benchmarks language-models open-source-ai ai-competitionsAI News for 2/26/2025-2/27/2025. Highlights include the release of GPT-4.5 as a research preview, Microsoft unveiling Phi-4 multimodal and mini models, and Cohere releasing Command R7B Arabic for Arabic language capabilities. The news covers model updates, new model releases, and community discussions on model performance and applications.
- lots of small launchesgpt-4.5 claude-3.7-sonnet deepseek-r1 deepgemm grok-3 gpt-4o openai anthropic amazon cloudflare flora elevenlabs perplexity inception-labs model-updates model-releases ai-inference ai-tools language-models speech-recognition multimodalAI news from February 25-26, 2025, includes updates on GPT-4.5, Claude 3.7 Sonnet, DeepSeek inference platform, Perplexity API, and new AI tools and models. Notable launches include Alexa+ refresh, Cloudflare agents SDK, Flora Krea competitor, Elevenlabs ASR, and Inception labs language diffusion model.
- not much happened todayclaude-3.7-sonnet deepseek-ep qwen2.5-max anthropic deepseek google amazon large-language-models multimodal model-deployment open-source model-optimization communication-libraryAI news for 2/24/2025-2/25/2025 highlights Claude 3.7 Sonnet's performance, availability, and features, as well as updates from DeepSeek and Qwen models. Claude 3.7 excels in coding, reasoning, and multimodal tasks, with deployment on multiple platforms and advanced context windows. DeepSeek releases DeepEP, an open-source communication library for MoE models, and Qwen updates are also discussed.
- Claude 3.7 Sonnetclaude-3-7-sonnet gpt-5 anthropic openai hybrid-reasoning extended-thinking tool-use benchmarking coding-ai agentic-aiAI news covering the release of Claude 3.7 Sonnet by anthropic, its features like hybrid reasoning, extended thinking, tool use, and new benchmarks such as Pokebench. Also mentions GPT5 roadmap and other AI model updates.
- AI Engineer Summit Day 1grok-3 o3-mini deepseek-r1 qwen-2.5-vl xai openai anthropic sakana-ai alibaba ai-summit model-performance benchmarking cuda-kernels reinforcement-learning open-source-ai ai-fundingAI news covers the recent AIE Summit in NYC, discussions on models like Grok-3, o3-mini, DeepSeek-R1, and Qwen 2.5-VL, along with performance benchmarks, CUDA kernel issues, and funding announcements.
- not much happened todaygrok-3 deepseek-r1 siglip-2 o3-mini-high perplexity-r1-1776 llamba-1b llamba-3b llamba-8b alphamaze audiobox-aesthetics xai googledeepmind openai bytedance meta large-language-models benchmarks multimodal reasoning accuracy multilingual self-supervised-learning vision-language speech-audioAI news highlights new models and benchmarks including Grok-3 from xAI, DeepSeek-R1, SigLIP 2 from GoogleDeepMind, OpenAI's o3-mini-high, Perplexity's R1 1776, Llamba models, AlphaMaze, and Meta's Audiobox Aesthetics, emphasizing advancements in reasoning, accuracy, multilingual capabilities, and multimodal understanding.
- The Ultra-Scale Playbook: Training LLMs on GPU Clustersnative-sparse-attention r1-1776 pali-gemma-2-mix muse baichuan-m1 stripedhyena-2 deepseek perplexity-ai google deepmind microsoft baichuan model-releases research-papers multimodal-ai vision-language open-source medical-ai genome-modelingAI news for 2/18/2025-2/19/2025 includes DeepSeek's NSA model, Perplexity AI's R1-1776, Google DeepMind’s PaliGemma 2 Mix, Microsoft’s Muse, Baichuan-M1 medical LLM, and a genome modeling model. Highlights include new model releases, research papers, and advancements in multimodal AI, vision-language models, and open-source projects.
- X.ai Grok 3 and Mira Murati's Thinking Machinesgrok-3 gemini-2-pro gpt-4o o3-mini-high o1 grok openai thinking-machines model-benchmarks frontier-labs multimodality research-and-development ai-safety ai-collaborationAI news highlights the debut of Grok 3, a new frontier model with impressive benchmarks, and OpenAI's Mira Murati announcing a new research-focused frontier lab emphasizing collaboration, multimodality, and safety.
- LLaDA: Large Language Diffusion Modelsllama-3 llama-2 llm-8b step-video-t2v step-audio-chat stepfun-ai cambridge scale-ai diffusion-models multimodal text-to-video text-to-audio language-models ai-evaluation multiturn-dialogue instruction-followingChinese AI news highlights recent model releases including LLaDA, a diffusion-based language model, and StepFun's text-to-video and audio models. It also covers AI evaluation benchmarks and research talks, emphasizing innovation in diffusion models and multimodal AI.
- not much happened todaychatgpt-40-latest-20250129 deepseek-r1-671b perplexity-deep-research o3 gemini-2 qwen-2.5 qwen-0.5b qwen-3b deepseek-r1 gemini-flash-2.0 huggingface openai perplexity-ai deepseek-ai risingsayak metr-evals ai-models benchmarks performance open-source-ai llm-grading gpu-acceleration ai-agents multimodal ai-researchSmolagents continue to trend with new ChatGPT-4o version and active discussions around Huggingface's smol agents library. Key highlights include record-breaking speed of DeepSeek R1 671B, performance benchmarks of Perplexity Deep Research, and updates on various AI models like Gemini 2, Qwen 2.5, and OpenAI's o3. The news also covers AI performance, open source models, and community activity.
- Reasoning Models are Near-Superhuman Coders (OpenAI IOI, Nvidia Kernels)o3 deepseek-r1 qwen2.5 openai nvidia ollama elevenlabs stanfordnlp sakanaailabs apple reinforcement-learning gpu-optimization language-models open-source-ai voice-synthesis ai-research knowledge-distillation scaling-lawsAI news covers achievements in AI competitions, GPU kernel automation, OpenAI updates, open-source model distribution, AI voice synthesis, research advances, and notable papers. Highlights include o3's IOI medal, Nvidia's DeepSeek-R1 kernel generation, OpenAI's new features, and AI research breakthroughs.
- small news itemsgpt-4.5 gpt-5 o3 deepseek-r1-distilled-qwen-1.5b modernbert-0.3b openai ollama glean harvey fal scaled cognition alibaba groq model-performance ai-hardware ai-research ai-competitions ai-funding ai-partnerships language-models ai-performance ai-roadmap reinforcement-learningAI news from February 11-12, 2025, highlights OpenAI's upcoming models GPT-4.5 and GPT-5, new model specs, performance benchmarks, partnerships, funding, and global AI community trends. Notable achievements include OpenAI's o3 model winning gold at IOI 2024, and advancements in language models and AI hardware.
- not much happened todayzonos-v0.1 audiobox-aesthetics sonar deepseek-r1-distilled-qwen-1.5b reasonflux-32b gpt-4o-mini claude-3.5-haiku gemini-live-api zyphra-ai meta-fair kyutai-labs perplexity-ai uc-berkeley brilliant-labs llm-bias text-to-speech speech-to-speech model-benchmarking multilingual-ai math-ai ai-tools cross-platform-aiAI news for 2/10/2025-2/11/2025 includes new model releases, benchmarks, and AI tools. Zyphra AI launched Zonos-v0.1, a leading open-weight text-to-speech model. Meta FAIR released Audiobox Aesthetics. Kyutai Labs introduced Moshi, a speech-to-speech system. Perplexity's Sonar model outperforms GPT-4o-mini and Claude 3.5 Haiku. UC Berkeley's 1.5B model beats o1-preview on math. ReasonFlux achieves high accuracy on math benchmarks. CrossPoster automates cross-platform posting. Brilliant Labs integrates Google DeepMind Gemini API into smart glasses.
- not much happened todaygemini-2.0 zonos huginn-3.5b google zyphraai hugging face anthropic vision-language reasoning multilingual-text-to-speech voice-cloning math-reasoning latent-reasoning ai-industry-impact economic-indexAI news from February 2025 covers new model releases, advancements in reasoning, multilingual TTS, and industry impact. Highlights include Google's Gemini 2.0, ZyphraAI's Zonos TTS, Hugging Face's math dataset, Huginn-3.5B reasoning model, and the Anthropic Economic Index.
- not much happened todaydeepseek-r1 alphageometry-2 openai google anthropic langchain open-source-ai ai-reasoning benchmarking ai-development ai-model-releases ai-memesAI news for 2/6/2025-2/7/2025 covers open-source AI milestones, advancements in reasoning models like AlphaGeometry2, AI development tutorials, reflections on AI model releases, and social media discussions about DeepSeek and AI progress.
- s1: Simple test-time scaling (and Kyutai Hibiki)qwen-2.5-32b gemini-2.0-flash-thinking smollm2 hugging-face ibm large-language-models open-source-ai reasoning multimodal model-training language-models translation long-chains-of-thoughtAI news from February 5-6, 2025, covers new reasoning models, open-source LLM releases, innovative translation tech, and recent research breakthroughs in reasoning and model training.
- Gemini 2.0 Flash GA, with new Flash Lite, 2.0 Pro, and Flash Thinkinggemini-2.0-flash gemini-2.0-flash-lite gemini-2.0-pro gpt-2 llama-3.1 google deepmind anthropic openai multimodal large-language-models transformer tokenization reinforcement-learning fine-tuning cost-efficiency jailbreak ai-safety twitter-metricsAI News for 2/4/2025-2/5/2025 covers Google DeepMind's Gemini 2.0 models including Flash, Flash-Lite, and Pro, new multimodal capabilities, cost improvements, and competitive dynamics with OpenAI. It also features discussions on large language models, transformer architecture, DeepSeek-R1 downloads, AI safety challenges, and Twitter metrics extensions.
- How To Scale Your Model, by DeepMindgemini qwen-0.5 gdm jax-ml deepseek hugging face model-scaling transformers inference roofline humanoid-robotics sim2real mixture-of-agents self-moa llm-training bias-in-llms rust-machine-learning ai-platformsAI news from February 3-4, 2025, covers model scaling, new research papers, AI tools, and platform updates. Highlights include a textbook on model scaling, new models and methods in robotics and LLMs, bias studies, and the launch of Hugging Face's AI app store.
- OpenAI takes on Gemini's Deep Researcho3 o3-mini-high gaia oaidr openai google deepmind nyu uc berkeley hku reinforcement-learning web-surfing model-scaling ai-research agent-developmentOpenAI released Operator, an AI agent from Japan, with notable results on the Deep Research and GAIA benchmarks, demonstrating advancements in AI research and web surfing capabilities. The release has garnered positive reception and discussions on reinforcement learning and model scaling.
- o3-mini launches, OpenAI on "wrong side of history"o3-mini gpt-4o mistral-small-3-24b deepseek-r1 openai mistralai deepseek ai-models reasoning cost-reduction safety-evaluation open-source-ai benchmarking ai-strategy multimodal ai-performanceOpenAI released o3-mini, a new reasoning model outperforming previous models in benchmarks, with significant cost reductions and safety improvements. OpenAI also discussed strategy shifts and updates on their AI models and safety evaluations. MistralAI released Mistral Small 3, a competitive open-weight model, and DeepSeek R1 continues to be supported with new inference tools.
January
- Mistral Small 3 24B and Tulu 3 405Bmistral-small-3 tulu-3-405b tinyswallow-1.5b qwen-2.5-max mistral-ai ai2 sakana-ai alibaba model-release local-inference multilingual reinforcement-learning finetuning large-language-models ai-competitionsAI news covers the release of Mistral Small 3, Tülu 3 405B, Sakana AI TinySwallow-1.5B, Alibaba Qwen 2.5 Max, and updates from AI2, highlighting new models optimized for local inference, multilingual capabilities, and competitive performance.
- not much happened todaydeepseek-r1 deepseek-v3 deepseek groq dell hugging-face yoshua-bengio openai open-source-ai ai-safety model-training hardware-utilization ai-deployment ai-ethics market-competitionAI news from late January 2025 highlights developments in DeepSeek models, training costs, open-source deployment, AI safety, and industry insights. Key topics include DeepSeek-R1, V3 advancements, hardware utilization, safety reports, and market competitiveness.
- not much happened todaygpt-4 qwen-2.5 qwen-2.5-max deepseek-r1 deepseek-v3 janus-pro nvidia openai anthropic vercel bespoke-labs sakana-ai-labs reach-vb id-aa-carmack ai-model-developments multimodal-ai reinforcement-learning reasoning-datasets model-merging ai-infrastructure compute-optimization enterprise-aiAI news covers Huawei chips, Nvidia stock bounce, new open music foundation models, Qwen 2.5 Max, Vercel AI SDK, open source reasoning datasets, AI model comparisons including Deepseek R1, GPT-4, Qwen 2.5, innovations in AI image generation, reinforcement learning advancements, AI infrastructure developments, and enterprise AI applications.
- DeepSeek #1 on US App Store, Nvidia stock tanks -17%deepseek-r1 deepseek-v3 qwen2.5-vl gpt-3.5-sonnet nvidia openai langchain aave ai-models multimodal-ai moe-architecture ai-hardware ai-market ai-competition inference-speed ai-researchDeepSeek hits mainstream news, highlighting advancements in AI models like DeepSeek-R1, V3, and Qwen2.5, along with discussions on hardware impacts, market reactions, and AI development trends.
- TinyZero: Reproduce DeepSeek R1-Zero for $30deepseek-r1 deepseek model-distillation reinforcement-learning rlcot emergent-properties model-convergenceDeepSeek's recent research demonstrates a lower bound to model distillation effects at 1.5B parameters, with RL techniques like PPO and PRIME showing minimal impact on performance. The findings highlight emergent reasoning properties in RLCoT and faster convergence in instruct models.
- OpenAI launches Operator, its first Agentoperator openai anthropic web-browsing agent ai-evaluation multimodal ai-safetyOpenAI launched their computer use agent, Operator, a hosted, premium product with API access, capable of web browsing and task automation, following Anthropic's similar release. The agent shows state-of-the-art performance but still not at human level, with more agents expected soon.
- Bespoke-Stratos + Sky-T1: The Vicuna+Alpaca moment for reasoningsky-t1-32b-preview qwen-2.5 r1 o1 o1-preview o3-mini gemini-2.0 berkeley usc lmsys stanford deepseek bespokelabs google finetuning reasoning multimodal reinforcement-learning supervised-finetuning model-distillation benchmarking language-modelsRecent developments in AI include the release of Sky-T1-32B-Preview, a finetune of Qwen 2.5, and the performance of DeepSeek's R1 model, which surpasses previous benchmarks. The trend emphasizes the sufficiency of supervised fine-tuning (SFT) for reasoning capabilities without major architecture changes, highlighting advancements in reasoning, multimodal, and reinforcement learning models like Gemini 2.0.
- Project Stargate: $500b datacenter (1.7% of US GDP) and Gemini 2 Flash Thinking 2gemini-2-0-flash qwen-32b deepseek-r1 openai softbank oracle microsoft nvidia arm ai-projects ai-research large-language-models ai-performance ai-accessibility ai-strategiesAI news covers Project Stargate, a US-led AI Manhattan project supported by OpenAI, Softbank, Oracle, MGX, Arm, Microsoft, and NVIDIA, and updates from Noam Shazeer on Gemini 2.0 Flash, AI Studio's code interpreter, and Reddit discussions on DeepSeek R1, a distillation of Qwen 32B, highlighting performance, accessibility, and strategic vision.
- DeepSeek R1: o1-level open weights model and a simple recipe for upgrading 1.5B models to Sonnet/4o leveldeepseek-r1 deepseek-v3 qwen-2.5 llama-3-1 llama-3-70b deepseek open-models ai-research reinforcement-learning reward-models model-distillation language-models fine-tuning moe cost-efficiencyDeepSeek releases R1, a new open model surpassing previous versions like V3, with significant improvements in performance and cost efficiency. The launch includes multiple models, licensing details, and insights into their training process involving reinforcement learning and reward models.
- not much happened todaydeepseek-v3 llama-3.1-405b gpt-4o gpt-5 mini-max-01 claude-3-haiku deeplearningai openai meta google deepmind langchainai nvidia saama model-releases research-papers visual-tokenizers diffusion-models rag ai-policy ai-security tools-frameworks industry-use-casesAI news for 1/16/2025-1/17/2025 covers model releases like DeepSeek-V3, GPT-5, research on visual tokenizers, diffusion models, RAG, AI policy, security vulnerabilities, development tools, and industry applications.
- not much happened todayouteTTS-0.3-1b outeTTS-0.5b qwen-2.5-0.5b deepseek-v3 reach_vb drjimfann vikhyatk mervenoyann aiatmeta iscienceluvr alibaba_qwen awnihannun ajeya_cotra emollick text-to-speech robotic-motor-control local-ai llm-evaluation ai-hacking distributed-inference ai-policy ai-education ai-memesAI news covers advancements in text-to-speech models, motor control neural networks, local AI tools, industry grants, security issues, research improvements, policy discussions, and societal impacts, with a focus on models like outeTTS, qwen, and deepseek.
- Titans: Learning to Memorize at Test Timegpt-4 claude-3.5-sonnet internlm3-8b-instruct transformer-2 google meta transformers persistent-memory long-context large-language-models vision-language-models open-source-llms ai-security prompt-injection ai-ethicsAI researchers introduce a new memory-augmented transformer architecture that integrates persistent memory at test time, using surprisal measures and weight decay to improve long-context utilization. The discussion covers recent advancements in large language models, vision-language models, open-source models, and AI security concerns.
- small little news itemscohere-r7b ollama-v0.5.5 llama-3-3-70b minicpm-o-2.6 qwen2.5-math-prm ollama togethercompute openbmb langchainai dchaplot openai bindureddy cwolferesearch theturingpost model-releases multimodal llm-scaling-laws ai-tools ai-research ai-engineering gansAI news from January 13-14, 2025, covering model updates, new releases, research insights, and tool advancements including ChatGPT tasks, Llama 3.3, OpenAI features, and AI engineering progress.
- not much happened todayhelium-1 phi-4 sky-t1-32b codestral-25.01 gpt-3.5 kyutai_labs lmstudio mistralai llama_index huggingface omarsar0 skirano langchainai hyperbolic-labs yuchenj_uW fchollet philschmid multilingual-models edge-ai model-benchmarks retrieval-augmented-generation multiagent-finetuning video-language-models ui-design natural-language-processing gpus llm-quoting model-inference semantic-deduplicationAI news for January 10-13, 2025, covering new model releases, research innovations, applications, tools, and hardware developments. Highlights include Helium-1, Phi-4, Sky-T1-32B, Codestral 25.01, AutoRAG, Agentic RAG, Multiagent Finetuning, VideoRAG, AI chat apps, LangChain tools, GPU rentals, LLMQuoter, MLX export, and SemHash.
- Moondream 2025.1.9: Structured Text, Enhanced OCR, Gaze Detection in a 2B Modelo1 vdr-2b-multi-v1 openai llama vllm langchain vision-models multimodal embedding-models gan diffusion-models self-attention training-techniques ai-tools ai-development model-deploymentMoondream gains attention for its efficient, small, fast vision model with new features like structured output and gaze detection, showcased in a recent video and discussed at the Vision Latent Space Live event. The AI news recap covers recent advancements in reasoning models, multimodal and embedding models, GANs, diffusion models, training techniques, and AI development tools, with updates from companies like openai, llama, vllm, langchain, and others.
- not much happened todayrstar-math o1-preview qwen2.5-plus qwen2.5-coder-32b-instruct phi-4 claude-3.5-sonnet openai alibaba microsoft cohere langchain tom-doerr weights-biases meta deepseek rakuten rbc amd johns-hopkins hkproj andrewng math-reasoning vision-language pretraining ai-tools platforms research multimodal finetuning recursive-self-improvement industry-partnerships ai-efficiency ai-codingAI news for 1/8/2025-1/9/2025 covers new models like rStar-Math, Qwen Chat, Phi-4, and tools such as North AI workspace, Transformers.js demos, and industry collaborations including Rakuten and RBC. Highlights include advancements in math reasoning, vision-language models, AI platform integrations, research methodologies, and industry partnerships.
- not much happened todayreinforce++ phi-4 ai21-labs langchain ollama togethercompute groq reinforcement-learning agile-ai ai-benchmarks ai-frameworks ai-application ai-business ai-ethics ai-policy ai-memesAI news for January 7-8, 2025, covering model advancements, new tools, industry developments, ethical concerns, and community humor. Highlights include REINFORCE++ with PPO techniques, Phi-4 release, LangChain updates, AI in software development, and discussions on AGI benchmarks and ethics.
- not much happened todaycosmos digits nvidia open-source video-world-model robotics autonomous-driving ai-advancements ai-hype ai-hardwareAI news for 1/6/2025-1/7/2025 covers NVIDIA's Cosmos open-source video world model trained on 20 million hours of video, its impact on robotics and autonomous systems, and the community's reaction. It also discusses the overwhelming pace of AI advancements, industry skepticism, and NVIDIA's new $3,000 personal AI supercomputer called Digits.
- PRIME: Process Reinforcement through Implicit Rewardsgpt-4 claude-3-sonnet gemini-2.0 dall-e-3 openai lucidrains langchain togethercompute reinforcement-learning large-language-models agile-ai ai-research ai-tools ai-conferences ai-company-updates scaling-laws ai-optimizationImplicit Process Reward Models are highlighted as a key development in AI, with a focus on open source efforts, online RL challenges, and model performance comparisons. The news covers recent research, tools, conferences, company updates, and technical discussions related to large language models, AGI, and AI infrastructure.
- not much happened todaygpt-4o qwen-32b-4bit prime openai soldni cerebras-systems langchain go gin echo reasoning chain-of-thought optimization architectural-breakthroughs agent-frameworks version-control security-tools robotics hardware-acceleration medical-ai financial-ai creative-toolsAI news for 1/2/2025-1/3/2025 covers model developments, benchmarks, optimization techniques, architectural insights, tools, frameworks, robotics, hardware, and applications in medical, financial, and creative fields.
2024
December
- not much happened to end the yearreinf-ff deepseek-v3 code-llm sonnet-3.5 corbtt tom_doerr cognitivecompai svpino bindureddy theturingpost reinforcement-learning open-source-ai multimodal ai-predictions ai-industry ai-employment ai-tools ai-policy ai-ethicsAI news recap from late December 2024 covers advancements in reinforcement fine-tuning, open-source LLMs like DeepSeek-V3, predictions for AI in 2025, impacts on software development jobs, updates to CodeLLM, natural language reinforcement learning, industry hiring trends, new AI tools, and policy discussions.
- not much happened todaydeepseek-v3 qwen chatgpt-4 openai google model-evaluation overfitting open-source-ai transformer-architecture ai-competition finetuning reasoning-challengesAI news from 12/27/2024 to 12/30/2024 includes discussions on model performance, critiques of OpenAI, Deepseek V3's evaluation results, and claims of surpassing ChatGPT4 as an open-source alternative.
- not much happened todaygpt-3.5-turbo deepseek-v3 openai qdrant twilio ai-infrastructure model-deployment gradient-descent moe-routing fp8-precision memory-optimization ai-healthcare ai-coding document-processing version-control training-schedules open-source ai-predictions-2025 federated-learning community-agi ai-ecosystem agentic-systems ai-safety alignmentAI news recap from 12/26/2024 to 12/27/2024 covering infrastructure updates, AI applications in healthcare and coding, development practices, future AI trends, and safety.
- DeepSeek v3: 671B finegrained MoE trained for $5.5m USD of compute on 15T tokensdeepseek-v3 deepseek-ai huggingface scaling01 deeplearningai large-language-models model-training model-efficiency multitoken-prediction model-architecture synthetic-data model-comparisonDeepSeek v3 is a new open model from China, trained efficiently with less budget, featuring multi-head latent attention, synthetic reasoning data, and a multi-token prediction objective. It outperforms some existing models and emphasizes cost-effective AI development.
- not much happened todayclaude-3.5-sonnet gpt-4o o3 o3-mini qwen alibaba openai mit swiss ai lab idsia apple ai-models benchmarking ai-alignment multimodal ai-startups ai-tools ai-research ai-ethics ai-collaborations ai-automationThe Qwen team launched a vision version of their experimental QwQ o1 clone, called QVQ, which benchmarks comparably to Claude 3.5 Sonnet. Discussions include autonomous software development, AI startup recaps, and new AI tools like GeminiCoder and contract review agents. The news covers AI benchmarking, alignment, company updates, and holiday greetings.
- not much happened this weekendo3 gpt-3 gpt-3.5 claude-3 claude-3.5 opus sonnet openai langchain hume x.ai dylan dylan522p perceptroninc meta ai-models ai-research ai-industry ai-development large-language-models speech-language-models ai-benchmarking ai-hardware ai-hiring ai-innovationAI news covers o3 model implications, LangChain's 2024 survey, Hume's OCTAVE speech-language model, x.ai's $6B funding, and various industry updates including AI performance, tools, and research.
- o3 solves AIME, GPQA, Codeforces, makes 11 years of progress in ARC-AGI and 25% in FrontierMatho3 o3-mini gpt-4 gpt-3 gemini-2.0 openai model-release benchmarking math-benchmarks reasoning safety-testing model-distillationDistilledInference Time Compute highlights recent AI model releases and benchmarks, including OpenAI's o3 and o3-mini, with significant progress in math and reasoning benchmarks like FrontierMath and ARC-AGI. The news covers model performance, safety testing, and community reactions.
- ModernBert: small new Retriever/Classifier workhorse, 8k context, 2T tokens,modern-bert gemini-2-0-flash-thinking o1 llama huggingface answer.ai lighton meta openai encoder-only-models natural-language-processing long-context attention-mechanisms ai-performance ai-models ai-research robotics generative-graphics physics-engineThe article discusses the release of ModernBERT, an encoder-only model with extended context capabilities, outperforming larger models in speed and efficiency. It also covers recent AI model releases like Gemini 2.0 Flash Thinking, O1, and developments in robotics, AI company updates, and technical innovations.
- Genesis: Generative Physics Engine for Robotics (o1-mini version)o1 gpt-4 gemini-2.0 llama-3b llama-70b openai google meta hugging-face api-launch model-performance benchmarking model-architecture industry-deployment transformer-training llm-research search-techniquesAI news covering OpenAI's o1 API launch with new features, Google Gemini 2.0 updates, model development debates, industry deployments, and community discussions on Reddit about Llama models outperforming larger models with search techniques.
- Genesis: Generative Physics Engine for Robotics (o1-2024-12-17)none cmu google physics-engine robotics simulation generative-ai multimodal physics-simulation open-sourceA new universal physics engine called Genesis has been developed by a large collaboration of over 20 labs, capable of simulating a wide range of materials and physical phenomena for robotics and beyond. It is open source, fast, and supports multiple physics solvers, aiming to enhance robotics simulation, data generation, and rendering.
- OpenAI Voice Mode Can See Now - After Gemini Doesgemini-2.0-flash chatgpt openai google anthropic scale-ai multimodal real-time-streaming video-capabilities ai-infrastructure ai-research industry-market ai-memesOpenAI launched Realtime Video capabilities shortly after Gemini 2.0 Flash, which boasts advanced multimodal features, real-time streaming, and improved performance. Google and Anthropic released significant updates, with Google enhancing Gemini's multimodal and streaming capabilities, and Anthropic researching Claude's real-world usage. Industry updates include Scale AI and TIME's AI for Person of the Year, and discussions on US-China AI capability gaps. Memes and humor highlight holiday-themed AI features and industry jokes.
- o1 API, 4o/4o-mini in Realtime API + WebRTC, DPO Finetuningo1-2024-12-17 openai api-launch vision-inputs function-calling structured-output realtime-api webRTC fine-tuning developer-toolsOpenAI announced the launch of the o1 API with vision/image inputs, function calling, structured outputs, and a new reasoning_effort parameter. The o1 API is an improved version with fewer reasoning tokens and will have a pro version. WebRTC and Realtime API improvements include better pricing and session duration. OpenAI also released dev videos, SDKs, and held an AMA.
- Meta Apollo - Video Understanding up to 1 hour, SOTA Open Weightsapollo-3b veo-2 imagen-3 chatgpt llama-3b meta google deepmind openai figure-ai klarna cohere multimodal video-understanding scaling-consistency benchmarking language-models video-language-models ai-research industry-innovationsMeta releases Apollo, an open multimodal video understanding model, with a focus on scaling consistency and efficient evaluation benchmarks. The news also covers recent AI model updates from Google DeepMind, OpenAI, and industry developments including humanoid robots and AI integration in business.
- Meta BLT: Tokenizer-free, Byte-level LLMbyte-latent-transformer meta byte-level-transformers model-efficiency multimodality tokenization-free large-language-models benchmark-comparisonMeta releases Byte Latent Transformer (BLT), a byte-level, dynamically patch-encoding architecture that improves efficiency and performance over tokenization-based models, with promising results on benchmarks and potential for new multimodal applications.
- Google wakes up: Gemini 2.0 et algemini-2-0-flash gemini-1-5-pro gemini-exp-1206 claude-3-sonnet opus google deepmind multimodal ai-models research-and-development neurosips ai-innovation multilingual-ai tool-use ai-agents image-generation text-to-speechGoogle announced Gemini 2.0 Flash, a new multimodal AI model outperforming previous versions, with features like vision and voice API, and new tools such as Project Astra, Project Mariner, and Jules. The launch includes extensive research and development updates showcased at NeurIPS, highlighting Google's return to AI leadership.
- ChatGPT Canvas GAgpt-4 gpt-3.5-turbo tgi-v3 openai meta huggingface google deepseek_ai cognition_labs hyperbolic aravsrinivas sama google-deepmind ai-model-updates product-launches industry-market-analysis neurips-2024 ai-research llama-finetuning llm-reasoning ai-hardwareAI news from 12/9/2024 to 12/10/2024 highlights OpenAI's Canvas launch, new model updates, industry analysis, and NeurIPS conference activities. Key developments include OpenAI's new features, Meta's reasoning paradigm, and Huggingface's TGI v3 release.
- OpenAI Sora Turbo and Sora.comgpt-4 claude-3-sonnet gemini-pro-1.5 openai google nvidia text-to-video quantum-computing model-performance storytelling regulatory-compliance ai-memes ai-researchAI news for 12/6/2024-12/9/2024 includes the launch of Sora by OpenAI for ChatGPT Plus and Pro users, Google's quantum computing advancements with the Willow chip, discussions on model performance like Claude 3.5 Sonnet and Gemini, and Reddit's focus on LLaMA 3.3 Euryale v2.3 for storytelling. The news also covers memes, regional restrictions, and industry jokes.
- Meta Llama 3.3: 405B/Nova Pro performance at 70B pricellama-3.3-70b gemini-exp-1206 meta openai google alignment online-rl reinforcement-learning model-performance benchmarking document-processing ai-pricingMeta AI announced Llama 3.3, a 70B model with performance comparable to larger models but with lower compute requirements. OpenAI previewed Reinforcement Fine-Tuning for custom model building. Google announced Gemini-Exp-1206 leading benchmarks, and LlamaCloud introduced new document processing features. Discussions include AI pricing and industry updates.
- $200 ChatGPT Pro and o1-full/pro, with vision, without API, and mixed reviewso1 gpt-4 gpt-4.5 claude-3-sonnet pali-gemma-2 openai google llama_index multimodal vision-language model-evaluation system-messages tool-use safety-assessment ai-community ai-humorOpenAI launched o1, a new multimodal model with improved reasoning and image input capabilities, receiving mixed reviews and introducing a pro tier. Google announced PaliGemma 2, a family of vision-language models, and updates on document processing tools from llama_index. The community discussed AI model performance, safety, and humorous reactions to pricing and events.
- not much happened todaygpt-4.5 claude-3-sonnet genie-2 o1-full openai google deepmind product-launches research talent-moves model-performance multimodal weather-forecasting virtual-worldsAI news for December 3-4, 2024, covering product launches, research releases, talent moves, model quality debates, and community discussions.
- Olympus has dropped (aka, Amazon Nova Micro|Lite|Pro|Premier|Canvas|Reel)amazon-nova claude-3 gpt-4 gpt-4o amazon anthropic google foundation-models multimodal ai-evaluation benchmarking cost-performance ai-investmentAmazon Bedrock announced the release of Amazon Nova, a new set of multimodal foundation models available immediately without waitlist, offering high speed and low cost performance, competing with models like Claude and GPT-4. The models are part of Amazon's broader AI strategy, with significant investments and benchmarking discussions.
- not much happened todayic-light-v2 nvidia amazon anthropic google neural-architecture-search video-models ai-collaborations ai-safety domain-names reasoning ai-agentsAI news for late November 2024 includes updates on new research, product launches, collaborations, and industry discussions. Highlights include Nvidia's neural architecture search, Amazon's investment in Anthropic, Google's AI expansion, and innovations in video models and reasoning techniques.
November
- not much happened to end the weekgemini deepseek-r1 claude-3-sonnet gpt-4 claude-3 o1 google openai anthropic deeplearningai amazon tesla xai multimodal benchmarking ai-safety ai-in-practice industry-application ai-ethics ai-safety-institutes ai-safety-collaboration ai-translation ai-accessibility ai-community ai-reflection interpretability reasoning-in-llms ai-humorAI news covers recent developments including Gemini multimodal model, benchmarking initiatives, AI safety collaborations, industry applications like Amazon and Tesla, and community reflections on AI progress.
- Qwen with Questions: 32B open weights reasoning model nears o1 in GPQA/AIME/Math500qwq gpt-4 claude-3.5-sonnet reflection-70b deepseek sambanova hugging-face open-o1 model-benchmarking inference-hardware open-source-ai llm-deployments multimodal-ai ai-infrastructureAI news from 11/27/2024 to 11/28/2024 covers DeepSeek's R1 model, QwQ's release, and advancements in inference hardware with SambaNova's RDUs. Highlights include model benchmarks, open-source AI momentum, and deployment updates from Hugging Face and other communities.
- OLMo 2 - new SOTA Fully Open LLMolmo-2 llama-3.1-8b qwen2.5-72b smolvlm ai2 allenai huggingface reinforcement-learning verifiable-rewards open-models quantization vision-language-models multimodal nlp computer-visionAI2 has updated OLMo-2 to roughly Llama 3.1 8B equivalent, trained with 5T tokens, using reinforcement learning with verifiable rewards (Tülu 3). The news covers open models, quantization experiments, and a new vision-language model, SmolVLM, capable of running on consumer hardware.
- Anthropic launches the Model Context Protocolclaude-3-sonnet anthropic model-configuration llm-integration open-protocols ai-application-development data-integrationAnthropic has raised $4bn from Amazon and is developing the Model Context Protocol (MCP), an open standard for integrating LLMs with external data sources and tools. MCP supports resources, prompts, tools, transports, and sampling, enabling seamless AI application integration. Industry reactions vary, with some praising its potential and others expressing skepticism about provider focus.
- Vision Everywhere: Apple AIMv2 and Jina CLIP v2aimv2-3b tulu-3-8b tulu-3-70b llama-3-1 claude-3.5 apple jina allen_ai multimodal vision-encoders autoregressive embeddings multilingual image-recognition large-language-modelsAI news for 11/22/2024-11/23/2024 highlights advancements in multimodal AI, including Apple's AIMv2 vision encoders, Jina's CLIP v2 with multilingual support, and Tülu 3 models based on Llama 3.1, emphasizing autoregressive objectives, efficient embeddings, and open science.
- LMSys killed Model Versioning (gpt 4o 1120, gemini exp 1121)gpt-4o-2024-11-20 gemini-exp-1121 claude-3.5-sonnet gpt-5 claude-4 openai google anthropic mistral deepseek model-releases frontier-labs ai-race versioning vision coding reasoning multimodal ai-competitionAI news for 11/21/2024-11/22/2024 covers recent model releases, frontier lab race dynamics, and advancements in AI technology, highlighting OpenAI, Gemini, DeepSeek, Mistral, and Claude.
- DeepSeek-R1 claims to beat o1-preview AND will be open sourcedgpt-4o claude-3.5-sonnet nvidia deepseek google deepmind ai-models benchmarking quantum-computing ai-research model-scaling performance-improvementsAI news covers the release of DeepSeek-R1-Lite-Preview, NVIDIA's Q3 financial results, advancements in quantum computing with Google DeepMind, and ongoing AI model benchmarking and scaling efforts.
- Perplexity starts Shopping for yougpt-3.5-turbo claude-3.5 claude-3.6 mistral-pixtral-large-124b llama-3-1-405b stripe perplexity huggingface cerebras mistral bfl_ml google weights_biases ai-sdk ai-shopping multimodal image-generation llm-optimization ai-platforms ai-inference ai-ecosystemStripe launched their Agent SDK, and Perplexity introduced an in-app shopping experience for US-based Pro members, featuring one-click checkout and free shipping. The news also covers AI model releases including Mistral Pixtral Large, Cerebras Llama 3.1, Claude 3.5 and 3.6, and innovations like Bi-Mamba architecture, along with new SDKs and platform integrations.
- Pixtral Large (124B) beats Llama 3.2 90B with updated Mistral Large 24.11mistral-large-24.11 pixtral-large llama-3-2 qwen2.5-7b-instruct llama-cpp mistral sambanova multimodal large-language-models model-updates chatbot ai-inference ai-hardware quantization concurrent-processingAI news from 11/15/2024 to 11/18/2024 covers Mistral's model updates, Pixtral Large's multimodal performance, Mistral's chatbot enhancements, and industry insights including SambaNova's AI processors and Reddit discussions on model performance.
- Stripe lets Agents spend money with StripeAgentToolkitgpt-4 claude-3-sonnet gemini-exp-1114 stripe openai anthropic meta ai-sdk ai-agent-toolkit ai-model-performance benchmarks vision-leaderboard prompt-improver emnlp2024 iclr-2025 diffusion-models mixture-of-experts hyperbolic-vision-language adaptive-decoding document-parsingAI SDKs are evolving with Stripe creating an SDK for financial transactions in AI agents, and discussions on AI model performance, benchmarks, and company updates including OpenAI's desktop app and Anthropic's prompt tools. Highlights include Gemini-Exp-1114's leaderboard success, ICLR 2025 papers, and new AI tools like LlamaParse.
- Gemini (Experimental-1114) retakes #1 LLM rank with 1344 Elogpt-4 claude-3-sonnet gemini-pro-1.5 openai anthropic meta xai ai-benchmarking model-competitions alignment-issues ai-governance prompt-optimization tool-integration ai-ethicsRace dynamics in AI are highlighted by recent benchmark updates among top AI labs, with Gemini achieving a new #1 position amidst alignment issues. The news covers model developments, tool enhancements, and governance discussions involving major companies like openai, anthropic, meta, and xai.
- Common Corpus: 2T Open Tokens with Provenancegpt2 claude-3-sonnet qwen2.5-coder janusflow-1.3b huggingface alibaba cloud deepseek ai dataset-release multilingual-data provenance ocr-correction llm prompt-engineering multimodal code-generation model-benchmarks quantization scalabilityAI news from 11/12/2024 to 11/13/2024 covers dataset releases, model updates, AI tools, and research insights. Notable topics include the release of the Common Corpus dataset with provenance info, OCR correction models, new LLMs like Claude 3.5 Sonnet, Qwen2.5-Coder, and technical discussions on quantization and scalability.
- BitNet was a lie?qwen-2.5-coder-32b-instruct gpt-4 llama-3 sambanova alibaba reach llama quantization scaling-laws model-efficiency pretraining model-compression low-precision sparsification ai-infrastructureResearch on scaling laws for quantization in AI models shows benefits plateau at certain levels, with implications for model training and efficiency. The discussion includes the end of the 'free lunch' of quantization and the shift towards optimizing existing models rather than scaling.
- FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AIgpt-4 claude-3.5 magentic-one epoch-ai openai microsoft anthropic xai langchain mathematical-benchmarks frontier-math mixture-of-transformers chain-of-thought ai-industry ai-acquisitions ai-applications ai-tools llm-reasoning ai-power-gridAI news highlights recent advancements in mathematical benchmarks, model performance, and industry developments. Notable topics include Frontier Math benchmarks, Mixture-of-Transformers, Chain-of-Thought improvements, OpenAI's domain acquisition, Microsoft's agent framework, Anthropic's Claude 3.5 Haiku, xAI's power approval, and new AI tools like LangChain's APIs and LangPost.
- not much happened todayclaude-3.5 flux-1-1-ultra magentic-one opencoder dimensionx dynamem openai anthropic microsoft samba-nova blackforest-labs deeplearningai tom-doerr langchainai large-language-models ai-models ai-infrastructure ai-research ai-safety multi-agent-systems rag memory-management ai-ethicsA quiet week in AI news with muted launches, legal updates on copyright in LLM training, new model Flux 1.1 Ultra, and ongoing AI hackathon by SambaNova. Highlights include API releases, multi-agent systems, code models, infrastructure tools, research advancements, and safety models.
- not much happened todayllama-3-2-vision gemini gpt-2 meta amd llama google stanfordnlp deeplearningai transformers model-scaling liquid-neural-networks skip-connections ai-healthcare ai-recruitment small-language-models numerical-understanding chain-of-thought ocr multi-agent-systems ai-community conferences seminars workshopsAI news recap covering model updates like Llama 3.2 Vision, model scaling, transformers, AI in healthcare, recruitment tools, research surveys, OCR with GPT-2, multi-agent systems, and community events including NeurIPS and NLP seminars.
- Not much happened todaygrok-beta llama-3-70b defense llama claude-3-haiku claude-3-opus meta scale ai anthropic ai-models benchmarking ai-tools defense-ai political-elections rag-applications ai-development ai-integration ai-predictions ai-ecosystemAI news roundup covering model benchmarks, new AI tools, defense models, political election predictions, product updates, and humorous content.
- Tencent's Hunyuan-Large claims to beat DeepSeek-V2 and Llama3-405B with LESS Datatencent-hunyuan-large tencent synthetic-data large-language-models moe scaling-laws recycle-routing expert-lrsEvol-instruct synthetic data is used to train a Tencent model, which is notable for its data efficiency and novel approaches like recycle routing and expert-specific LRs. The model is limited by licensing restrictions and regional sensitivities.
- OpenAI beats Anthropic to releasing Speculative Decodinggpt-3.5-turbo gpt-4 claude-3-sonnet openai anthropic nvidia meta boston-dynamics elevenlabs osmo speculative-decoding fast-edit-mode multimodal-llms rag llm-inference ai-research ai-product-launches ai-industry-cultureAI news highlights recent developments in speculative decoding, fast edit modes, industry updates from companies like openai, anthropic, nvidia, and others, along with new product launches, research insights, and industry culture discussions.
- not much happened todaygpt-3.5-turbo gemini smollm2 claude-3 stable-diffusion-3.5-medium google meta openai anthropic xai ai-search language-models ai-research ai-regulation ai-tools robotics multimodal ai-innovationAI news recap from late October 2024 highlighting new model releases, search tools, AI research, and industry developments. Notable mentions include ChatGPT Search, Gemini API, SmolLM2, Claude desktop app, and Stable Diffusion 3.5 Medium.
- The AI Search Wars Have Begun — SearchGPT, Gemini Grounding, and moregpt-4 openai google search-engine ai-search language-models synthetic-data hallucinations ai-competitionChatGPT has launched a new search functionality across platforms, including a Chrome extension, challenging existing search leaders like Perplexity and Glean. The feature uses a fine-tuned GPT-4 model with synthetic data, but has issues with hallucinations. The update is part of broader AI search advancements and competitive trends in AI search tech.
October
- Creating a LLM-as-a-Judgeclaude-3.5 simpleqa notebooklm recraft-v3 anthropic openai deepmind apple zep perplexity_ai ai-evaluation critique-shadowing llm-judges ai-workflows memory-api rag-pipelines ai-releases ai-partnershipsAI News for 10/29/2024-10/30/2024, covering releases from Anthropic, OpenAI, DeepMind, Apple, and a new image model Recraft v3. The article discusses critique shadowing for LLM evaluation, AI workflows, and a new memory API from Zep. Highlights include Claude 3.5 on GitHub Copilot, Perplexity AI partnership, and insights into AI evaluation and memory techniques.
- GitHub Copilot Strikes Backclaude-3.5-sonnet gemini-1.5-pro o1-preview github anthropic google openai weights & biases ai-native multimodal code-ai micro-apps model-prompting ai-development ai-toolsGitHub's Universe conference announced multi-model Copilot with models from Anthropic, Google, and OpenAI, along with new features like multi-file editing and custom instructions. GitHub also launched GitHub Spark, an AI-native tool for building applications in natural language, supporting deployment-free hosting and integrated model prompting. Weights & Biases introduced Weave, supporting multimodal observability including audio, images, and text, enhancing LLM operations.
- not much happened this weekendllama notebookllama mini-omni-2 llama3-8b moondream moonshine usefulsensors amazon langchain deeplearningai language-models multimodal prompt-optimization model-efficiency ai-productivity generative-ai ai-startups ai-in-business software-engineering ml-engineeringAI news from 10/25/2024 to 10/28/2024 covers advancements in language models, multimodal AI, AI tools, startups, and software engineering, highlighting new models, research, and applications.
- not much happened todaygolden-gate-claude liquid-ai anthropic cohere openai launch-event social-bias multimodal-embeddings fake-newsLiquid AI held a launch event, Anthropic shared social bias study followups on Golden Gate Claude, Cohere announced multimodal Embed 3 embeddings, and there was fake news on GPT5/Orion.
- s{imple|table|calable} Consistency Modelsstable-diffusion-3.5 llama-3.1 gpt-3.5-turbo h200 stability-ai cerebras tesla cohere langchain diffusion-models model-distillation consistency-models ai-hardware ai-models image-generation ai-infrastructureThe news covers advancements in diffusion models, model distillation, and consistency models, highlighting research by Yang Song and improvements in image generation quality and speed. It also discusses AI hardware performance, new model releases like stable diffusion 3.5, Llama 3.1 inference, and AI infrastructure developments such as Tesla's hardware expansion and Cerebras' AI accelerators.
- not much happened todayclaude-3-5 claude-3-5-haiku mochi-1 stable-diffusion-3.5 embed-3 anthropic cohere microsoft computer-use multimodal video-generation diff-transformer attention-mechanisms transformers ai-researchAnthropic releases Claude 3.5 with computer use capabilities, new models like Haiku, and performance improvements. Other updates include Mochi 1 video generation, Stable Diffusion 3.5, Embed 3 multimodal embedding, and KerasHub. Research on differential transformers and attention layer removal also discussed.
- Claude 3.5 Sonnet (New) gets Computer Useclaude-3-5-sonnet claude-3-5-haiku anthropic model-naming ai-benchmarks code-generation multimodal-ai ai-agent-memory computer-use-apiAnthropic announced new 3.5 models, Sonnet and Haiku, with improvements in coding and benchmarking performance, surpassing previous models on several tasks. The news also covers AI system benchmarks, computer use API advancements, and AI agent memory considerations.
- DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processingbitnet-b1.58 llama-3.1-nemotron-70b-instruct gpt-4 claude-3-sonnet microsoft ucb deepmind openai nvidia boston-dynamics toyota-research google adobe mistral tesla llm-operators big-data gpu-rich-big-labs gpu-poor-ai ai-acceleration on-device-ai ai-models ai-research ai-benchmarksAI news for 10/18/2024-10/21/2024 covers community tools, university research labs, LLM operators, and recent advancements in AI acceleration and models, including BitNet, DocETL, and new benchmarks from Nvidia.
- DeepSeek Janus and Meta SpiRit-LM: Decoupled Image and Expressive Voice Omnimodalitygpt-4 claude-3-sonnet nvidia-nemotron gpt-4o meta wandb nvidia anthropic hugging-face multimodality vision-understanding image-generation speech-generation text-to-video text-to-audio llm-observability model-merging open-source-aiAI research highlights multimodality papers Janus and SpiRit-LM, focusing on vision, speech, and multimodal integration. DeepSeek separates vision understanding and generation, showing improved results. Meta's SpiRit-LM includes expressive speech and writing capabilities. Industry updates include new benchmarks, open-source tools, and AI company developments.
- not much happened todayllama-3.1 yi-lightning zyda-2 meta answer.ai tencent dropbox openai langchain anthropic swyx synthetic-data customizable-notebooks llm-in-sql ai-model-updates transformer-architecture llm-reasoning ai-safety financial-ai collaborative-writing code-generation ai-startups ai-job-market ai-pricingAI news for October 16-17, 2024, covering new model releases, datasets, tools, and industry trends including Llama 3, Yi-Lightning, Zyda-2 dataset, transformer architecture insights, and AI market developments.
- Did Nvidia's Nemotron 70B train on test?llama-3.1-nemotron-70b mistral-3b mistral-8b nvidia mistral hugging-face large-language-models benchmark-evaluation rlhf ai-memory knowledge-graphsNvidia's Nemotron 70B model is gaining attention with competitive benchmark results, especially on Arena Hard, AlpacaEval, and MT-Bench, but shows mixed performance on other tests. New models from Mistral and updates on AI memory layers like Zep are also discussed.
- not much happened todaygpt-4 claude-3-opus decagon sierra openai vertical-ai-agents ai-funding ai-models ai-research ai-infrastructure ai-ethics ai-benchmarks ai-optimization ai-industry-trendsVertical SaaS agents are gaining popularity, with significant funding rounds such as Decagon's $100m and Sierra's $4b. The AI industry is seeing increased competition, model developments, research breakthroughs, and discussions on AI capabilities, infrastructure, and ethics.
- Not much (in AI) happened this weekendgpt-3.5 gpt-4 llama-3-1-8b llama-3-2-1b llama-3-2-3b dino-v2 openai nyu spacex meta harvard engineered-arts xai nvidia google microsoft ai-advancements long-context-llms ai-agents space-exploration spacex-starship ai-ethics privacy-concerns media-foundation-models humanoid-robots ai-industry ai-researchAI news recap from 10/11/2024 to 10/14/2024 covering AI advancements, space exploration, ethics, research, and industry developments.
- not much happened todayaria-25-3b gemini-1-5-pro gemini-1-5-flash o1-preview o1-mini rhymes-ai openai google meta oxylabs multimodal large-language-models retrieval-augmented-generation benchmark-evaluation ai-tools ai-industry ai-funding ai-researchAI news for 10/10/2024-10/11/2024 covering model releases, industry updates, research, and tools including Aria by Rhymes AI, OpenAI, Google Gemini, Meta AI, SWE-bench, Astute RAG, and new AI applications.
- State of AI 2024llama-3-2 claude-3.5-sonnet meta anthropic sequoia a16z cerebras daily gcp product-hunt ai-research neural-networks protein-structure-prediction generative-ai multimodal-ai synthetic-data ai-funding ai-ipo voice-ai video-aiAI news roundup covering recent research, industry updates, notable awards, new model releases, and upcoming events in AI.
- not much happened todayaudio-generation-13b flux-schnell langgraph hex-llm meta anthropic togethercompute openai google sequoia nobelprize deep-learning neural-networks audio-generation image-restoration api-platforms quantization prompt-caching ai-development ai-frameworks ai-evaluation ai-infrastructure ai-ethics ai-governanceAI news highlights include industry developments, Nobel Prize in Physics awarded to Geoffrey Hinton, new AI models and tools from Meta, Anthropic, and Together Compute, advancements in AI research, development tools, frameworks, evaluation methods, and societal impact discussions.
- The AI Nobel Prizeclaude-3-sonnet reka-flash got-ocr openai anthropic reka ai labs zep neural-networks physics ai-models multimodal long-term-memory open-source-ai ai-ethics societal-impactAI news highlights the Nobel Prize in Physics awarded to Geoff Hinton and John Hopfield for their contributions to neural networks, along with updates on AI models, tools, and societal impacts. Key topics include neural networks in physics, new AI models like Claude 3.5 Sonnet, Reka Flash, and GOT OCR, as well as developments in AI memory, open-source competition, and AI ethics.
- not much happened this weekendo1-preview claude-3-sonnet llm gpt-4 gpt-3.5 gpt-3 gpt-2 movie-gen openai claude-ai meta langchain reka swebench giffmana karpathy rasbt labenz glennko model-comparison prompt-engineering finetuning multimodal video-generation retrieval-augmented-generation synthetic-data ai-safety ai-ethics customer-support long-sequence-modelsAI news for 10/4/2024-10/7/2024 covers model developments, research, applications, and safety. Highlights include OpenAI's o1-preview performance, Claude 3.5 Sonnet, Movie Gen by Meta, retrieval-augmented generation, synthetic data, and AI safety innovations.
- Contextual Document Embeddings: `cde-small-v1`llama-3 diffusion-transformers cde-small-v1 gemini-1.5-flash-8b meta openai google text-to-video video-generation text-embedding contextual-batching ragMeta's new text to video model Movie Gen is making waves, with a paper claiming better adaptation of Llama 3 to video generation than OpenAI's diffusion transformers, though no release is available yet. Additionally, a new paper introduces cde-small-v1, a highly efficient text embedding model that outperforms larger models on the MTEB benchmark. Updates from OpenAI and Google include Canvas for ChatGPT collaboration and Gemini 1.5 Flash-8B, respectively.
- Canvas: OpenAI's answer to Claude Artifactsgpt-4o openai ai-writing ai-coding collaborative-ai multimodal-ai ai-integration ai-augmentation ai-researchOpenAI released Canvas, an enhanced writing and coding tool based on GPT-4o, featuring inline suggestions, seamless editing, and collaborative environment. The tool integrates into ChatGPT with a trigger detection system and aims to improve writing and coding tasks, competing with Claude Artifacts. OpenAI also sponsors a voice AI hackathon with prizes.
- Not much technical happened todaygpt-4 whisper-v3-turbo liquid-foundation-models-1b-3b-40b llama-3 llamaindex openai poolside liquidai perplexity-ai basetenco cohere fujitsu fair jaseweston fchollet jerryjliu0 mmitchell_ai jxnlco funding ai-models large-language-models multilingual-ai model-training model-optimization ai-research ai-tools ai-frameworks ai-industry-trends ai-freelancingOpenAI raised $6.6 billion at a $157 billion valuation, and Poolside announced a $500 million fundraise to advance towards AGI. New AI models and capabilities were announced, including LiquidAI's models with 32k context windows, OpenAI's Whisper V3 Turbo, and industry partnerships like Cohere's Japanese model. Technical discussions covered large-scale training, inference, and model fine-tuning challenges. Industry commentary addressed AI development trends and freelancing opportunities.
- OpenAI Realtime API and other Dev Day Goodiesgpt-4o-realtime-preview gpt-4o openai livekit agora twilio realtime-api voice-ai audio-processing function-calling voice-activity-detection vision-fine-tuning model-distillation prompt-cachingOpenAI announced the debut of their Realtime API, featuring voice and audio capabilities, with future plans for vision and video integration. The API supports function calling, voice activity detection, and ephemeral sessions, and is integrated with partners like LiveKit, Agora, and Twilio for voice applications. Additionally, OpenAI introduced vision fine-tuning, model distillation, and prompt caching to enhance model performance and efficiency.
- Liquid Foundation Models: A New Transformers alternative + AINews Pod 2liquid-networks llama-3.2 gemini-1.5-pro-002 gemini-1.5-flash-002 alpha-chip liquid-ai meta-ai google deepmind openai foundation-models subquadratic-models state-space-models multimodal-ai ai-chip-design ai-regulation open-source-ai audio-overviews ai-researchLiquid.ai announced three subquadratic foundation models that outperform state space models, with efficient performance per parameter, and are not yet open source but available via playground and API. The news also covers updates on AI models like Llama 3.2, Gemini-1.5, OpenAI's voice features, and AI chip design with AlphaChip, along with AI regulation debates and open source growth.
September
- not much happened todayllama-3-2 molmo alphachip meta google deepmind huggingface llama-3-2 multimodal chip-design rag on-device-ai reliability-in-llms elo-benchmarking ai-ethics ai-regulation pytorchAI news for 9/26/2024-9/27/2024 covering model releases, AI infrastructure, research, ethics, and regulation.
- not much happened todayllama-3-2 gemini-1.5 molmo meta openai google allen-ai multimodal model-release ai-safety benchmarking model-optimization open-source augmented-realityAI news for 9/25/2024-9/26/2024 covers Meta's Llama 3.2 release, OpenAI CTO departure, Google's Gemini 1.5 updates, Meta's AR project, and open-source multimodal models like Molmo.
- Llama 3.2: On-device 1B/3B, and Multimodal 11B/90B (with AI2 Molmo kicker)llama-3-2 llama-3-2-vision llama-3-2-vision-3b llama-3-2-vision-72b molmo-72b molmo-7b gpt-4 claude-3.5-sonnet gpt-4o-mini qwen2-vl meta facebook ai2 ollama together-ai fireworks-ai cohere weaviate multimodal vision-adapters on-device-ai large-language-models token-count evaluation llama-stack quantization hybrid-search retrieval-augmented-generationBig updates in AI including Llama 3.2 with multimodal versions, vision adapters, and new models from Meta, AI2, and partner companies. Meta's Llama 3.2 models now feature 128k context length and are optimized for on-device deployment with collaborations with Qualcomm, Mediatek, and Arm. Other launches include Molmo models from AI2, Ollama, Together AI, and Fireworks AI. The news also covers technical details like token counts, evaluation collections, and the Llama stack.
- ChatGPT Advanced Voice Modegpt-4 claude-3 llama-3 claude-3.5 gemini-pro-1.5 qwen-2.5 openai anthropic google scale-ai ai-models ai-research ai-benchmarks multilingual-ai retrieval-augmented-generation ai-tools ai-industry ai-ethicsAI news for 9/23/2024-9/24/2024 covers updates on Llama 3, Claude 3.5, Gemini Pro price cut, ChatGPT voice mode, new models from openai, anthropic, qwen 2.5, and various AI research, tools, industry developments, and societal impacts.
- a calm before the stormo1 o1-mini qwen-2-5 openai alibaba microsoft blackrock groq aramco disney eth-zurich pudu-robotics slack microsoft-365 ai-models ai-infrastructure ai-research robotics ai-in-products long-context-models kv-cache-quantization retrieval-augmented-generationAI news for September 20-23, 2024, highlighting industry updates, new model releases, infrastructure investments, and research breakthroughs. Notable topics include OpenAI's new reasoning models, Alibaba's Qwen2.5, AI infrastructure funding, robotics, and AI in tech products.
- not much happened todaygpt-4 claude-3-sonnet o1-models deepseek-2.5 cogvideox anthropic meta openai langchain llama contextual-retrieval multimodal llm-research ai-industry ai-tools ai-ethics ai-regulation production-aiAI News for 9/19/2024-9/20/2024 covers developments in contextual retrieval, Meta's multimodal Llama 3, OpenAI's multi-agent models, AI industry disruptions, new tools like LangGraph Templates, and AI ethics discussions.
- not much happened todayo1-preview o1-mini qwen-2.5 deepseek-v2.5 grin-mo-e llamacoder veo openai lmsys bindureddy deepseek_ai akhaliq karpathy aravsrinivas meta googledeepmind fchollet cwolferesearch philschmid labenz ylecun model-releases benchmarks ai-tools voice-ai generative-video ai-research model-merging transformer ai-industry ai-ethicsAI news recap covering model releases, tools, research, industry updates, and societal impacts from September 18-19, 2024.
- o1 destroys Lmsys Arena, Qwen 2.5, Kyutai Moshi releaseo1-preview llama-3 qwen-2.5 pixtral-12b gpt-4 claude-3.5 mistral-7b openai anthropic google alibaba qwenlm kyutai wandb large-language-models multimodal model-evaluation open-source-ai voice-ai llm-optimization ai-model-comparisonAI news highlights the success of o1-preview model in accurately reporting top stories, outperforming other models like Llama 3, and dominating LMsys rankings. OpenAI raises request limits, Alibaba's Qwen 2.5 surpasses Llama 3.1, and Kyutai Moshi releases open weights with a streaming neural architecture. The news also covers model updates from OpenAI, Mistral AI, and new tools like Weights & Biases Weave for LLM observability.
- nothing much happened todayo1 chatgpt-4o llama-3.1-405b gpt-4 gpt-4o openai lmsys scale cais langchain qdrant transformers intermediate-reasoning model-comparison model-merging ai-safety multimodal ai-tools code-review visual-search ai-integrationAI news discusses open-source model replication, advancements in transformer reasoning, model performance improvements, multimodal capabilities, AI safety, and industry trends.
- a quiet weekendo1 aloha demostart pixtral-12b openai google deepmind adobe mistral tencent reinforcement-learning chain-of-thought ai-hallucinations large-language-models robot-dexterity text-to-video multimodal video-generation ai-research self-taught-reasoning mathematical-reasoning ai-benchmarksAI news for September 13-16, 2024, highlighting new model releases, industry updates, research papers, and benchmarks including OpenAI's o1, Google DeepMind, Adobe Firefly, Mistral Pixtral, Tencent GameGen-O, and various AI research developments.
- Learnings from o1 AMAo1 gpt-4o claude-3.5-sonnet openai cohere weaviate wandb reinforcement-learning chain-of-thought multimodal benchmarking prompting ai-researchAI news for 9/12/2024-9/13/2024 covering o1 model series release by openai, performance benchmarks, reasoning techniques, and industry insights.
- o1: OpenAI's new general reasoning modelso1-preview o1-mini openai nvidia test-time-reasoning scaling-laws ai-models performance-evaluation ai-hardware ai-chip-competitionOpenAI has released o1, a new AI model with test-time reasoning capabilities, extended token limits, and exceptional evaluation performance, including top rankings in competitive programming and sciences. The model features longer step-by-step responses and scaling laws for test time compute. The news also covers Nvidia's market share shifts and AI chip competition.
- Pixtral 12B: Mistral beats Llama to Multimodalitymistral-nemo-12b pixtral-12b llama-3-70b gpt-4-turbo opus claude-3.5-sonnet mistral huggingface meta qwen gemini vision-language-models multimodal ai-model-release model-architecture ocr screen-understanding benchmark-performanceVision Language Models are all you need. Mistral released Pixtral, a 12B multimodal model with vision and text capabilities, beating Meta in open-weights multimodal model release. The model features include a 12B text backbone, 400M vision adapter, GeLU, 2D RoPE, large vocabulary, and image processing at 1024x1024 pixels. The release was celebrated at the Mistral AI Summit, with technical details shared and comparisons to other models like Qwen and Gemini Flash.
- not much happened today + AINews Podcast?superforecaster-ai llama-3 reflection-70b glean dan-hendrycks sambanova cerebras benjamin-clavie google apple hugging-face valuation election-forecasts research-ideas inference-speed retrieval-augmented-generation late-interaction ai-podcasts visual-intelligence ai-phone model-controversies benchmarking ai-researchAI news covers Glean's doubled valuation, Dan Hendrycks' Superforecaster AI, Stanford research on LLM-generated ideas, SambaNova's faster Llama 3 inference, notable talks on RAG and ColBERT, Strawberry's upcoming launch, Google's Illuminate podcast platform, Apple’s new AI features in iOS 18, AI model controversies including Reflection 70B, evaluation challenges, and AI research innovations.
- AIPhone 16: the Visual Intelligence Phonegpt-4 claude-3-opus gemini-pro-1.5 reflection-70b llama-3-1-405b qwen-2-72b apple openai google anthropic xai visual-intelligence ai-privacy ai-benchmarking llm-evaluation video-understanding ai-assistants llm-planningApple announced new features including Visual Intelligence with the iPhone 16, integrating AI services with Apple Maps and Siri, and enhancing video understanding in Photos. The update emphasizes privacy and default services, positioning Apple as a competitor to OpenAI. Discussions include reflections on large language model evaluations and AI benchmarking, with community commentary on AI performance and capabilities.
- Reflection 70B, by Matt from IT Departmentllama-3-1-70b hyperwrite glaive reflection-tuning chain-of-thought instruction-tuning synthetic-data llama-3 llama-2 llama-1 orca gsm8k bigcodebench code-editingReflection Tuning is a new technique for fine-tuning Llama 3.1 70B using a method similar to Chain of Thought, adding reflection and thinking sections to improve performance. The approach has received mixed reviews, with some concerns about contamination, coding performance, and reliance on system prompts, but overall positive feedback from the community.
- Replit Agent - How did everybody beat Devin to market?gpt-3.5-turbo gpt-4 claude-3 donut layoutlm replit anthropic web-ide ai-developments ai-agents multimodal retrieval-augmented-generation image-generation video-generation enterprise-ai gpu-market ai-ethicsA fully integrated Web IDE launch by Replit, enabling live app deployment with no waitlist, including features like self-healing and support for users who cannot code. The news also covers recent AI model developments, new tools, and industry trends.
- $1150m for SSI, Sakana, You.com + Claude 500m contextclaude-3 gpt-4 olmmo gpt-3.5-turbo safe superintelligence sakana ai you.com anthropic ai2 openai superintelligence ai-research mixture-of-experts ai-alignment ai-agents retrieval-augmented-generation ai-deployment ai-enterpriseAI news covers safe superintelligence funding, new AI models, research breakthroughs, and industry shifts including Anthropic's Claude for Enterprise, AI2's expert MoE, and You.com's pivot to productivity agents.
- Everybody shipped small things this holiday weekendcolossus-100k-h100 gemini claude-3 jamba-1.5 mistral-nemo-minitron-8b phi-3.5-vision xai google anthropic openai nvidia langchainai svpino spellbooklegal mervenoyann large-language-models model-training fine-tuning structured-output contextual-embedding collaboration-tools legal-ai financial-ai performance-optimizationAI updates from 9/2/2024 to 9/3/2024 include xAI's Colossus 100k H100 cluster, Google's Gemini structured output, Anthropic's Claude API modifications, OpenAI's enhanced file search controls, and new models like Mini-Omni and Jamba 1.5. The news covers model performance, fine-tuning techniques, collaboration tools, and AI applications in legal and financial domains.
August
- not much happened todaygemini command-r llama-3-1 ltm-2-mini qwen2-vl chatgpt-4o-latest claude-3.5-sonnet google cohere meta alibaba openai lmsys model-updates long-context style-control multimodal ai-safety ai-regulation ai-tools market-trends industry-disruptionAI news highlights model updates including Google Gemini, Cohere Command R, LLaMA 3.1 adoption, long context models, style control, and new multimodal models. It also covers AI safety initiatives, tools, and industry trends like AI hype cycles and call center disruption.
- Summer of Code AI: $1.6b raised, 1 usable productgpt-3.5 gemini-advanced llama-3.1-405b gems cognition poolside codeium magic google deepmind ai-startups code-ai large-language-models ai-funding ai-model-advancements neural-game-engines llm-quantization ai-hardware ai-infrastructureAI news from August 28-29, 2024, covering funding rounds for AI startups like Cognition, Poolside, Codeium, and Magic, advancements in code AI, large language model developments, and new features for models like Google DeepMind's Gemini. Highlights include Magic's long context models, custom training stacks, and partnerships with Google Cloud, as well as neural game engines and LLM quantization.
- Cerebras Inference: Faster, Better, AND Cheaperllama-3-1-8b llama-3-1-70b gemini-1.5-pro gemini-1.5-flash gemini-1.5-flash-9b cogvideox-5b cerebras groq sambanova together fireworks solaris lmsys google meta llm-inference model-optimization wafer-scale-chips ai-infrastructure open-source-models benchmarking prompt-caching model-mergingCerebras' new inference service demonstrates high-speed Llama 3.1 inference at 1800 tokens/sec, challenging GPU solutions with competitive pricing and wafer-scale chips. The news covers recent advancements in LLM inference speed, open-source models, and AI infrastructure developments.
- CogVideoX: Zhipu's Open Source Sorallama-3 llama-3-1 moondream phi-3.5 cogvideox zhipu-ai meta google nvidia salesforce open-source-ai video-generation large-language-models trust-safety vision-language-models retrieval-augmented-generation long-form-content ai-tools ai-industryAI news from late August 2024 covers open source video generation models like Zhipu AI's CogVideoX, updates on Llama 3, Moondream, Phi-3.5, and tools like Rerank API and Not Diamond. Highlights include AI model releases, research advancements, and industry applications.
- not much happened this weekenddistro jamba-1.5 dream-machine-1.5 ideogram-v2 mistral-nemo-minitron-8b nous research cursor ai box agibot unitree eth zurich disney uc san diego ai21 labs luma labs ideogram nvidia mistral distributed-ai robotics humanoid-robots ai-generated-motion teleoperation multilingual-ai text-to-video text-to-image small-language-models ai-applicationsAI news highlights distributed AI optimizer from Nous Research, viral Cursor AI, George Hotz's tinybox, and Box AI beta. Recaps include humanoid robots from China, AI-generated robot motion, teleoperation systems, new AI models like Jamba 1.5, Dream Machine 1.5, Ideogram v2, Mistral-NeMo-Minitron 8B, and applications in autonomous sales.
- Nvidia Minitron: LLM Pruning and Distillation updated for Llama 3.1llama-3 llama-3-1 minitron-4b minitron-8b jamba-1.5 claude-3 claude-3-opus dracarys-70b dracarys-72b mistral-nemo-8b meta nvidia anthropic ai21-labs bindureddy pruning distillation knowledge-distillation model-compression large-language-models llm-training model-pruning model-distillation multilingual-models long-contextPruning and distillation techniques are being used to efficiently create smaller, high-performing language models, with recent research demonstrating the effectiveness of combining weight pruning with knowledge distillation to reduce training costs. Notable models include Llama 3, Minitron, Jamba 1.5, Claude 3, Dracarys, and Mistral Nemo Minitron 8B.
- super quiet dayjamba-1.5 phi-3.5 flexora dracarys-70b ai21-labs stanford anthropic rohanpaul-ai bindureddy reach-vb langchain qdrant ai-models long-context-models ai-safety ai-legislation virtual-environments langchain multi-agent-systems ai-conferences ai-humorAI news for 8/21/2024-8/22/2024 covers AI model releases like Jamba 1.5, performance benchmarks, safety legislation, new tools, and community events.
- Ideogram 2 + Berkeley Function Calling Leaderboard V2gpt-4 claude-3.5 llama-3-70b phi-3.5-mini-instruct phi-3.5-moe phi-3.5-vision-instruct ideogram midjourney berkeley meta kai baseten cyberbench microsoft meta image-generation function-calling benchmark llm vlam cybersecurity code-analysis ai-modelsAI news covers advancements in image generation, function calling benchmarks, new model releases, and AI tools. Highlights include Ideogram's new image model, updates to the Berkeley Function Calling Leaderboard, and Meta's UniBench for VLM evaluation.
- not much happened todaygpt-4o claude-3.5-sonnet phi-3.5-mini phi-3.5-moE phi-3.5-vision llama-3.1-405b qwen2-math-72b openai anthropic microsoft meta model-developments benchmarks ai-tools math-ai fine-tuning ai-ethics ai-regulation ai-engineeringAI news for August 19-20, 2024, covering model releases, benchmarks, tools, research, ethics, and industry updates. Notable topics include OpenAI's GPT-4o fine-tuning, Anthropic's Claude 3.5 Sonnet, Microsoft's Phi-3.5 variants, Meta's Llama 3.1, and AI regulation debates.
- The DSPy Roadmapgpt-4o grok-2 hermes-3 gemini databricks google openai xai nous-research astribot apple sakana-ai ai-engineering llm-pipelines declarative-ai ai-models robotics ai-research-tools vision-transformerAI news from August 16-19, 2024, covering developments in AI frameworks, models, robotics, and research tools. Highlights include DSPy updates, new models like Hermes 3 and Grok-2, and advancements in robotics and AI research tools.
- not much happened todaygrok-2 sonnet-3.5 gpt-4 chatgpt-4o anthropic xai google openai deepmind mistral-ai meta salesforce ai-models api-enhancements ai-research ai-safety ai-tools design-automation document-processing ai-agents industry-trends ai-job-market ai-acceleration memesAI news from August 15-16, 2024, covering model updates, new AI models like Grok-2 from xAI, AI research, tools, industry trends, and market insights, including developments from Anthropic, google, openai, deepmind, and others.
- not much happened todayllama-3 llama-3-1 grok-2 claude-3.5-sonnet gpt-4-turbo nous research nvidia salesforce google deepmind anthropic box finetuning emergent-behavior prompt-caching vision-and-text ai-research ai-tools ai-api scientific-discovery ai-integrationAI news for August 14-15, 2024, covering model releases, research updates, and new AI tools. Notable topics include Nous Research's Hermes 3 finetune of Llama 3, Nvidia's Minitron, Salesforce's DEI agent, and AI API developments from Box and Anthropic.
- Grok 2! and ChatGPT-4o-latest confuses everybodygpt-4o gpt-4o-structured claude-3.5-sonnet grok-2 grok-2-mini gemini-advanced openai x.ai google cohere google deepmind large-language-models multimodal text-to-image ai-research ai-development tokenization multi-agent-systemsAI news covers the release of GPT-4o models, X.ai's Grok 2 surpassing Claude 3.5 and GPT-4o, new capabilities in Gemini AI, limitations of LLMs, AI research tools, and tokenization issues.
- Gemini Livegemini-live genie falcon-mamba google anthropic tii supabase perplexity-ai ai-models ai-tools multimodal ai-engineering retrieval-augmented-generationGoogle launched Gemini Live for Pixel 9, integrating with Google Workspace and other Google properties, with demos for Pixel Buds Pro 2 and image AI features. AI developments include Anthropic's Genie, Falcon Mamba by TII, and benchmarking of open-source models. New AI tools like Supabase's database service and Perplexity AI's market predictions were also highlighted.
- a quiet weekendsam-2 qwen2-math boston-dynamics deepmind alibaba robotics ai-models language-models object-segmentation disease-prediction ai-toolsAI news covers recent developments including humanoid robots, AI-powered robots, advanced models like SAM 2, Alibaba Qwen2-Math, new language models, disease prediction AI, and new AI tools such as LlamaParse CLI and MLX Whisper.
- not much happened todayqwen2-math-72b gemini-1.5-flash claude-3.5-sonnet gpt-4o llama-3.1-405b idefics3-llama-8b google anthropic rohanpaul_ai jeremyphoward omarsar0 llama_index sophiamyang ylecun bindureddy nearcyan ai-models ai-pricing ai-research benchmarks fine-tuning llm-agents ai-safety ai-regulation open-source-ai multimodal knowledge-graphs ai-toolsAI news for August 8-9, 2024, covering model updates, pricing, research, tools, safety, and humor. Highlights include Google AI price cuts, Anthropic bug bounty, new models like Qwen2-Math, and Mistral AI agents.
- Too Cheap To Meter: AI prices cut 50-70% in last 30 daysgpt-4o llama-3-1-405b sonnet-3-5 exaone-3-0 minicpm-v-2-6 claude-3-5 gemini-1.5 mistral-large gemma-2 nemotron-4 glm-4 reka-flash llama-3-7b qwen-72b lmsys deepinfra google lg-ai-research price-cuts model-releases benchmarking attention-mechanisms rlhf compute-scalingAI news covering recent price cuts in language models, new model releases like Llama 3.1 405b, Sonnet 3.5, EXAONE-3.0, MiniCPM V 2.6, and developments in AI tools such as FlexAttention. Highlights include performance benchmarks, model performance, and the impact of free tiers on model viability.
- not much happened todaygpt-4-0613 gpt-3.5-turbo-0613 gpt-4o-2024-08-06 mistral-large-2 idefics3-llama biglama-3.1-1t-instruct openai mistral meta google anthropic xai structured-output model-updates benchmarks multimodal ai-hardware robotics ai-safety ai-regulationAI news for 8/6/2024-8/7/2024 covers model updates, new models, benchmarks, hardware, and safety concerns. Highlights include OpenAI's structured output API, Mistral Large 2's performance, multimodal models like Idefics3-Llama, new benchmarks, advanced AI hardware, and safety regulation discussions.
- GPT4o August + 100% Structured Outputs for All (GPT4o mini edition)gpt-4o-mini llama-3 bigllama-3.1-1t-instruct gemma-2-2b stability.ai amd huggingface stable-diffusion lora controlnet amd-gpu llama3 multigpu cloud-computing gemma diffusers text-to-imageAI community discussions cover Stable Diffusion, LoRA, ControlNet, AMD GPU issues, LLaMA3 fine-tuning, BigLlama-3.1, multi-GPU support, HuggingFace's Gemma 2 2B, and Diffusers integration for FLUX.
- GPT4o August + 100% Structured Outputs for All (GPT4o August edition)llama-3.1 gemini-1.5-pro yi-large-turbo gpt-4o-2024-08-06 claude-3.5-sonnet meta google deepmind nvidia groq large-language-models ai-benchmarks ai-hardware ai-infrastructure retrieval-augmented-generation moa-systems ai-research model-performanceAI news highlights the release of Llama 3.1, Gemini 1.5 Pro, and Yi-Large Turbo, along with advancements in AI hardware like NVIDIA H100 GPUs and Groq LPUs. It discusses AI development tools such as RAG, JamAI Base, and LangSmith, and covers research on PEER architecture and model performance benchmarks.
- How Carlini Uses AIgpt-3.5-turbo-0613 gemma-2-2b sam-2 stable-fast-3d gen-3-alpha groq intel deepmind google meta nvidia stability-ai runway box robotics large-language-models ai-research multimodal text-to-video object-detection 3d-generation ai-apis ai-roboticsAI news from August 2-5, 2024, covering developments in robotics, large language models, AI research, and industry updates. Highlights include new humanoid robots, OpenAI's voice features, open-sourced models from Google and Meta, and advancements in 3D generation and AI tools.
- Execuhires: Tempting The Wrath of Khangemini-1.5-pro llama-3-1-405b flux-1 bitnet-b1.58 adept-ai amazon inflection microsoft character-ai google meta lmsys google-deepmind anthropic openai ai-industry ai-models ai-research ai-winter post-training ai-competitions ai-regulationAI news covers recent executive hires at Adept, Inflection, and Character.ai, shifts in AI industry momentum, model performance updates including Gemini 1.5 Pro, FLUX.1, Llama 3.1, and industry trends towards post-training focus, with discussions on market dynamics and regulatory considerations.
- Rombach et al: FLUX.1 [pro|dev|schnell], $31m seed for Black Forest Labsflux-1 gemma-2-2b gpt-3.5-turbo-0613 mixtral-8x7b stability-ai google deepmind lmsys nvidia fchollet text-to-image text-to-video ai-benchmarks open-source-ai ai-policy ai-safety ai-performance ai-model-comparison ai-development ai-in-codingAI news covering the release of Stability AI's Flux.1 text-to-image model, its performance benchmarks, and upcoming text-to-video development. Also includes updates on Google's Gemma 2 open-source models, AI model performance debates, and policy support for open-weight AI models.
- Gemma 2 2B + Scope + Shieldgemma-2-9b gemma-2-27b gemma-2-2b llama-3-405b sam-2 gpt-3.5 claude-3.5-sonnet google meta openai lmsys perplexity-ai nvidia knowledge-distillation interpretability model-evaluation video-segmentation voice-ai robot-data-scaling quantization llm-judging ai-toolsAI news covers the release of Gemma 2 models, interpretability research, ShieldGemma classifier, Llama 3.1 performance, SAM 2 upgrade, OpenAI Voice Mode, Perplexity AI partnerships, NVIDIA's Project GR00T, quantization techniques, LLM evaluation methods, and new AI tools like ComfyAGI.
July
- not much happened todaysam-2 gemini-1.5-pro meta canva midjourney apple jeremyphoward alexandr_wang demishassabis ylecun object-segmentation web-development ai-benchmarks adversarial-robustness quantization open-source-aiAI news for 7/29/2024-7/30/2024 includes Meta's SAM 2 object segmentation model, new web framework FastHTML, AI model benchmarks, and updates on open source AI resources. Notable events include Leonardo AI's acquisition by Canva, Midjourney v6.1 release, and advancements in quantization and adversarial robustness.
- Apple Intelligence Beta + Segment Anything Model 2llama-3-1-405b meta apple large-language-models open-source-ai computer-vision ai-application ai-research ai-models ai-benchmarksMeta released Llama 3.1, a 405B parameter open-source model, and Apple delayed its AI release while releasing developer previews of iOS 18.1, MacOS Sequoia, and iPadOS 18, with new AI features like notifications screening, rewriting, and writing tools. Apple also published a detailed 47-page paper on their foundation language models, highlighting their dataset, hardware, and training methods.
- AlphaProof + AlphaGeometry2 reach 1 point short of IMO Goldllama-3-1 mistral-large-2 alphaproof alphageometry-2 google deepmind meta mistral-ai neurosymbolic-ai math-olympiad symbolic-engine ai-models multilingual-ai ai-performance ai-generalization prediction-marketsAI News for 7/24/2024-7/25/2024 highlights advances in neurosymbolic AI, especially in math olympiads with systems like AlphaProof and AlphaGeometry by Google DeepMind. The news covers AI models such as Llama 3.1 and Mistral Large 2, their performance, and applications in multilingual and coding tasks, along with discussions on AI generalization and prediction markets.
- Mistral Large 2 + RIP Mistral 7B, 8x7B, 8x22Bmistral-large-2 llama-3-405b llama-3-1-70b llama-3-1-8b mistral-nemo mistral meta large-language-models model-performance multilingual-ai codegen math-performance model-deprecation model-capabilities context-length pre-training fine-tuningA Mistral Commercial License is required. The news covers updates on Mistral Large models, including performance metrics, model improvements, and model deprecation. It also discusses Llama 3.1 release details, model capabilities, and community reactions.
- Llama 3.1: The Synthetic Data Modelllama-3-1-405b meta large-language-models synthetic-data multilinguality long-context tool-use rlhf open-llmMeta AI announced the release of Llama 3.1, a new frontier-class open large language model with extensive synthetic data elements, multi-language training, long context capabilities, and tool use integration. The launch included industry-wide inference provider support and updates on synthetic data techniques, RLHF, and licensing for synthetic data generation.
- Llama 3.1 Leaks: big bumps to 8B, minor bumps to 70b, and SOTA OSS 405b modelllama-3-1 gpt-4o-mini llama-3-1-70b llama-3-1-8b gpt-4o claude-3.5 alibaba-qwen-2 meta openai alibaba multilingual-models large-language-models model-benchmarks synthetic-data reasoning-benchmarks model-evaluation ai-researchAI news covers the upcoming Llama 3.1 release, its features like multilingual dialogue, increased context length, and performance benchmarks, along with the GPT-4o mini launch, synthetic data advancements, and reasoning benchmarks.
- DataComp-LM: the best open-data 7B model/benchmark/datasetgpt-4o-mini mistral-nemo-12b deepseek-v2-0628 openai nvidia mistral deepseek large-language-models dataset-quality model-performance open-data-models multilingual-models benchmarking tokenizer licensingAI news for July 18-19, 2024, covering new model releases including GPT-4o mini by OpenAI, Mistral NeMo 12B by NVIDIA and Mistral, and DeepSeek-V2-0628. Highlights include advancements in open data models, dataset quality, and performance benchmarks.
- Mini, Nemo, Turbo, Lite - Smol models go brrr (GPT4o-mini version)deepseek-v2-0628 mistral-nemo gpt-4o-mini deepseek nvidia openai meta model-releases open-source-ai multilingual-models context-windows neural-network-optimization text-generation developer-tools llm-researchAI news covers recent model releases including DeepSeek-V2-0628, Mistral NeMo, and GPT-4o Mini, along with research breakthroughs like TextGrad and STORM, and developer tools such as LangChain and Modular.
- Mini, Nemo, Turbo, Lite - Smol models go brrr (GPT4o version)gpt-4o-mini mistral-nemo llama-3 llama-3-400b openai nvidia lmsys model-efficiency cost-reduction multimodal-ai large-language-models benchmarking instruction-hierarchy context-windows quantizationAI news from July 17-18, 2024, highlights new models like GPT-4o-mini, Mistral Nemo, and collaborations with Nvidia, along with advancements in model efficiency, cost, and multimodal capabilities.
- Gemma 2 tops /r/LocalLlama vibe checkgemma-2-9b gemma-2-27b llama-3-70b mistral-7b-v03 phi-3 qwen-72b yi-34b openai cohere anthropic meta cogent cohere eureka-labs large-language-models model-comparison local-llm ai-education ai-startupAI news for 7/16/2024-7/17/2024 covers the popularity of Gemma 2 models, comparisons with Llama 3, Mistral, Phi 3, Qwen, and other models, as well as Andrej Karpathy's new AI+Education company Eureka Labs and its first product LLM101n.
- SciCode: HumanEval gets a STEM PhD upgradeclaude-3-sonnet gpt-4 sonnet-3.5 llama-3 mosaic-compiler dolphin-2.9.3-y1.5-34b anthropic huggingface exa sfcompute brev benchmarks scientific-coding model-performance synthetic-data training-methods ai-acceleratorsAI news highlights include new benchmarks like SciCode challenging LLMs on scientific coding, updates on AI models such as Claude 3.5 Sonnet doubling token limits, and performance comparisons of Llama 3 and synthetic data discussions.
- Microsoft AgentInstruct + Orca 3gpt-4 mistral-7b claude-3.5-sonnet microsoft tencent generative-teaching synthetic-dataset instruction-tuning multimodal natural-language-processing transformers fine-tuning instruction-generation dataset-quality multilingual-modelsAI research and development updates including Microsoft's AgentInstruct, synthetic dataset generation, and recent model improvements. Highlights include Orca series, instruction tuning, and synthetic data for language models, with mentions of Tencent's diverse personas and AI applications in various domains.
- We Solved Hallucinationsgpt-2 flashattention-3 lynx nvidia meta princeton colfax databricks patronus-ai compute-hardware llm-evaluation vision-language-models hallucination-detection benchmarkingAI news for July 11-12, 2024, covering Reddit URL structure issues, improvements in compute hardware, new model releases like FlashAttention-3, and evaluation benchmarks such as Avocado360 and Lynx for LLM hallucination detection.
- FlashAttention 3, PaliGemma, OpenAI's 5 Levels to Superintelligenceflashattention-3 pali-gemma gpt-4 code llama-34b wizardcoder-python-34b-v1.0 openai google latentspace attention-algorithms vision-language-models superintelligence ai-safety open-source-ai math-olympiad large-language-models coding-capabilitiesAI news covers recent upgrades to AINews Reddit, including FlashAttention-3 optimized for H100 GPUs, the release of PaliGemma, a versatile 3B vision-language model, and OpenAI's framework on superintelligence levels. Highlights include advancements in attention algorithms, open-source math models, and AI safety debates.
- Nothing much happened todaywhisper yi chameleon-7b chameleon-30b xlam-1b anole phi-3-mini huggingface microsoft apple openai cognitive-computing-ai meta salesforce transformers multimodal ai-models llm ai-research ai-application ai-integration ai-boardsAI news highlights include HuggingFace releasing timestamped Whisper in the browser, VC funding for a semi-autonomous Twitter bot, Microsoft and Apple leaving the OpenAI board, and updates on various AI models like Yi, Chameleon, xLAM-1b, Anole, and Phi-3 Mini.
- Test-Time Training, MobileLLM, Lilian Weng on Hallucination (Plus: Turbopuffer)factualityprompt fatscore safe factool selfcheckgpt truthfulqa mobilellm rnn-architecture codegeex4-all-9b lilian-weng facebook tsinghua-university hallucination-detection anti-hallucination on-device-ai sub-billion-parameter-models long-context-modeling test-time-training transformer llmAI news covering Lilian Weng's work on hallucination detection and anti-hallucination methods, Facebook's MobileLLM optimizing sub-billion parameter models for on-device use, a new RNN architecture for long-context modeling, and updates on AI models like CodeGeeX4-ALL-9B.
- Problems with MMLU-Prommlu-pro llama-3-8b-q8 gpt4all-3.0 claude-3-opus meta salesforce runway nomic-ai pineapple brivael-lp benchmark large-language-models prompt-engineering multimodal ai-vision ai-audio ai-video deepfake transformers reasoningRecent AI news covers the launch of MMLU-Pro, its evaluation issues, prompt engineering impacts, and various AI developments including Meta's MobileLLM, Salesforce's APIGen, Runway Gen-3, Nomic AI GPT4All 3.0, and AI tools for vision, audio, and 3D generation, as well as deepfake video creation and transformer reasoning research.
- Qdrant's BM42: "Please don't trust us"gpt-3.5-sonnet gemma-2 nanolla-va-1.5 openai cohere qdrant stripe anthropic vector-database semantic-search dataset-evaluation ai-models llm information-retrieval ai-evaluation ai-claims ai-communityAI news covers Qdrant's claims to replace BM25 with BM42, dataset issues, and evaluations of semantic search models. It also discusses Stripe account issues, AI model updates like Claude 3.5 Sonnet, Gemma 2, and nanoLLaVA-1.5, along with AI community discussions and corrections.
- Not much happened today.meta-3d-gen perplexity-pro-search phi-3-mini gpt4all-3.0 yi-large meta perplexity-ai microsoft andriy_mulyar cwolferesearch rohanpaul_ai slashml sarahookr langchainai qdrant_engine ai-models text-to-3d research-papers reinforcement-learning-from-human-feedback persona-driven-data-synthesis meta-tuning steering-vectors frameworks-and-toolsAI News for 7/2/2024-7/3/2024. Highlights include Meta's 3D Gen system for quick 3D asset generation, updates to Perplexity Pro Search, Phi-3 mini improvements, GPT4All 3.0 launch, and Yi-Large model release. Research covers RLHF evolution, persona-driven data synthesis, meta-tuning for few-shot learning, and steering vectors. Tools like LangSmith and Qdrant Engine v1.10 are also discussed.
- GraphRAG: The Marriage of Knowledge Graphs and RAGgraphrag gemma-2 claude-3.5-sonnet nemotron-340b qwen2-72b microsoft anthropic nvidia knowledge-graphs retrieval-augmented-generation large-language-models model-releases synthetic-dataMicrosoft Research announced GraphRAG, a tool for extracting knowledge graphs from sources and clustering entities for improved retrieval-augmented generation (RAG). The release includes open-sourced code and discussions on the trade-offs of increased token usage and inference time. The news also covers recent model releases like Gemma 2, Claude 3.5 Sonnet, Nemotron, and Qwen2-72B, as well as advancements in synthetic data generation and RAG techniques.
- RouteLLM: RIP Martian? (Plus: AINews Structured Summaries update)gpt-4 claude-3-opus gemma-2-27b gemma-2-9b block-transformer lm-sys armandjoulin bindureddy rohanpaul_ai karpathy ylecun giffmana llm-routing model-architectures open-source-ai ai-model-performance ai-agent-reasoning computer-vision video-generation ai-capabilitiesAI news from late June to early July 2024 covers advancements in LLM routing, model architectures like Gemma 2 and Block Transformer, open source frameworks like RouteLLM, and discussions on AI models' capabilities and limitations.
June
- That GPT-4o Demogpt-4o gpt-next chatgpt-desktop openai google meta multimodal voice-generation ocr screen-sharing code-understanding textual-intelligence efficiency model-customization multimodal-agentsOmnimodel showcases GPT-4o with low latency voice generation, multimodal capabilities including camera streaming, OCR, screen sharing, and code understanding. The demo highlights OpenAI's focus on textual intelligence, efficiency, model customization, and multimodal agents, with mentions of GPT Next, ChatGPT Desktop, and OpenAI's investment areas.
- Gemma 2: The Open Model for Everyonegemma-2 qwen-72b claude-3.5-sonnet gpt-4 claude-3 grok phi-3 yi-large deepmind google clementdelangue alibaba mistral-ai anthropic rohanpaul-ai knowledge-distillation large-language-models multimodal multilingual model-evaluation efficient-training attention-scaling matrix-multiplicationKnowledge Distillation is being explored as a solution to the token crisis, with recent developments including Gemma 2, large language models, and multimodal multilingual models like Gemini. The news covers new model releases, evaluation benchmarks, and research on efficient training techniques.
- Mozilla's AI Second Actclaude-3-opus gpt-4 gemini llama-2 b200 billion-parameter-models mozilla anthropic etched llamaindex etched sohu deepseek cpu-inference vector-search llama-file llama-agents ai-hardware ai-benchmarks open-source-ai ai-model-performance ai-research ai-communitiesAI news highlights superfast CPU inference, Mozilla's comeback at AIE World's Fair with llama-file demos, new vector search project sqlite-vec, llama-agents launch, Claude updates with new UI features and projects, Etched's inference chip benchmarks, Sohu's chip performance, open-source models like Deepseek Coder v2 outperforming Gemini and GPT-4, and the PyTorch documentary.
- Shall I compare thee to a Sonnet's day?claude-3-5-sonnet gpt-4 gpt-4o gemini-1.5-pro claude-3-opus anthropic lmsys glif fchollet mustafasuleyman ai-models natural-language-processing prompt-engineering ai-meme-generation ai-application-development fusion-energy nuclear-fission ai-adoption ai-productivityClaude 3.5 Sonnet is a highly capable AI model that outperforms some competitors in coding and prompt tasks, with notable performance in AI meme generation, niche app creation, and AI-assisted productivity. It is developed by anthropic and is part of the latest AI advancements discussed in recent recaps.
- Gemini Nano: 50-90% of Gemini Pro, <100ms inference, on device, in Chrome Canarygemini-nano gemini-pro claude-3-opus deepseek-coder-v2 glm-0520 nemotron-340b google anthropic lmsys zhipu-ai nvidia large-language-models model-performance model-benchmarks code-generation text-generation research-papers decision-making mitigating-memorization language-model-agentsAI news highlights the release of Gemini Nano in Chrome Canary, performance comparisons with Gemini Pro, and new models like Claude 3.5 Sonnet, DeepSeek-Coder-V2, GLM-0520, and Nemotron 340B. It also covers research papers on TextGrad, PlanRAG, mitigating memorization in LLMs, and tree search for language model agents.
- Shazeer et al (2024): you are overpaying for inference >13xclaude-3.5-sonnet claude-3-opus character.ai google anthropic memory-optimization caching-techniques llm-architecture transformers scaling ai-researchAI news for 6/20/2024-6/21/2024 covers memory and caching techniques in large language models, Claude 3.5 Sonnet release by Anthropic, and discussions on transformer scaling and architecture.
- Claude Crushes Code - 92% HumanEval and Claude.ai Artifactsclaude-3-5-sonnet anthropic large-language-models benchmark-performance multitask-learning code-generation content-creation artifacts-featureAnthropic announced Claude 3.5 Sonnet, a new AI model that outperforms GPT-4o on benchmarks like GPQA, MMLU, and HumanEval. It features improved speed, cost efficiency, and enhanced coding and content generation capabilities, including a new Artifacts feature for real-time content editing.
- There's Ilya!chameleon-7b chameleon-34b deepseek-coder-v2 gpt4-turbo claude-3-opus meta openai anthropic multimodal text-to-music audio-watermarking code-generation parallel-decoding reasoning vision-language datasets benchmarksSafe Superintelligence is co-founded by Ilya after leaving OpenAI, with new models and architectures from Meta, DeepSeek, and others. Highlights include Chameleon models supporting multimodal input, DeepSeek-Coder-V2's code capabilities, and innovations in parallel decoding and vision-language models. Benchmarks like BigCodeBench and datasets like PixelProse are also discussed.
- Gemini launches context caching... or does it?nemotron chameleon-7b-34b gpt4-turbo claude-3-opus gemini-pro-1.5 deepseek-coder-v2 nvidia meta google deepseek-ai ai-models context-caching large-language-models ai-research ai-industry coding-ai model-performance ai-competitionsAI news for 6/17/2024-6/18/2024 highlights Nvidia's Nemotron ranking, Meta's Chameleon release, Google's Gemini context caching, and DeepSeek-Coder-V2 model launch, along with discussions on AI model performance, caching technology, and industry updates.
- Is this... OpenQ*?gpt-4 llama-3-8b nemotron-4-340b deepseek-coder-v2 stable-diffusion-3-medium dream-machine gen-3-alpha proteus apple openai nvidia stability-ai luma-labs runway apparate-labs test-time-search model-performance on-device-ai llm-research multimodal text-to-image video-generation ai-partnershipsAI news for 6/14/2024-6/17/2024 covers new model releases, research on test-time search, Apple AI developments, open source models matching GPT-4, and new video generation models.
- Nemotron-4-340B: NVIDIA's new large open models, built on syndata, great for syndatanemotron-4-340b mamba-2-hybrid-8b samba-3.8b-instruct dolphin-2.9.3 faro-yi-9b gemini-1.5 llama-3 gpt-4 gpt-4o nvidia huggingface cohere synthetic-data large-language-models model-training model-evaluation reward-models multimodal infinite-context instruction-followingNVIDIA has released Nemotron-4 340B dense model, with over 98% synthetic data used in training, and open-sourced the synthetic data pipeline. The model outperforms previous models like Mixtral and Llama 3, and a reward model surpasses Gemini 1.5, Cohere, and GPT-4o. Several new models like Mamba-2-Hybrid, Samba, Dolphin-2.9.3, and Faro Yi 9B are also highlighted, showcasing advancements in large language models and synthetic data generation.
- Hybrid SSM/Transformers > Pure SSMs/Pure Transformersmamba gpt-4 qwen-72b mamba-2-hybrid nvidia lamini-ai transformers multimodal large-language-models benchmarking attention-mechanisms video-generation fine-tuning evolutionary-strategiesAI research highlights the effectiveness of mixing Mamba and Transformer blocks, with optimal attention under 20%. Discussions include LLM performance improvements through Mixture-of-Agents, new benchmarks like LiveBench AI, and multimodal models such as Luma Labs' Dream Machine and Table-LLaVa.
- The Last Hurrah of Stable Diffusion?sd3-medium llama-3-instruct qwen-2 gpt-4 gpt-4o grokking-transformers stability-ai openai meta togethercompute cognitive-computing fchollet mikeknoop micahgoldblum teknium multimodal diffusion-models transformers text-to-image model-evaluation finetuning context-window reasoning grokking benchmarks datasets toolsMultiModal Diffusion Transformers are discussed alongside new model releases, research papers, and AI benchmarks. The news covers SD3 Medium launch, open weights of SD3, Llama 3, Qwen2, MoA framework, Spectrum technique, grokking in transformers, AI competitions like ARC Prize, LiveBench, and datasets like Character Codex.
- Francois Chollet launches $1m ARC Prizegpt-4 chatgpt claude-3-opus apple openai benchmarking agi pattern-recognition multimodal privacy ai-integration on-device-ai model-optimization mixture-of-agentsAI news covers benchmarks for pattern-recognition, discussions on AGI definitions, Apple's integration of ChatGPT into Apple devices, privacy concerns, and advances in AI research including mixture of agents and model optimization.
- Talaria: Apple's new MLOps Superweaponapple-intelligence apple on-device-ai model-quantization lora-adapters ai-inference ai-optimization ai-benchmarking ai-performance ai-acceleratorsApple introduces Apple Intelligence with on-device and server models, emphasizing low-bit quantization, LoRA adapters, and performance optimization tools like Talaria. The focus is on efficient inference, adapter flexibility, and benchmarking against major AI models, with a strategy targeting consumer-level performance rather than academic dominance.
- HippoRAG: First, do know(ledge) Graphqwen2-0.5b qwen2-72b gpt-4 alibaba openai memory-augmentation large-language-models interpretability retrieval-augmentation chain-of-thought reasoning knowledge-graphs scalable-modelsAI news for 6/6/2024-6/7/2024 covers advances in memory implementation for LLMs, new models from Alibaba, interpretability techniques for GPT-4, hippocampal-inspired retrieval augmentation, implicit chain-of-thought reasoning, Buffer of Thoughts for reasoning enhancement, and scalable MatMul-free LLMs.
- Qwen 2 beats Llama 3 (and we don't know how)qwen-2 llama-3 gpt-4 nllb alibaba google meta groq large-language-models multilingual-ai model-performance autoencoders interpretability machine-translation scalable-training post-training-methodsAlibaba claims to beat Llama 3 with Qwen 2, an open-source multilingual LLM released under Apache 2.0, with performance benchmarks and innovative post-training methods including rejection sampling, execution feedback, and back-translation. The news also covers Groq's inference speed on Llama-3, sparse autoencoder training for GPT-4 interpretability, and Meta's NLLB model for high-quality translation across 200 languages.
- 5 small news itemsgpt-3 x-lstm openai cohere deepmind nvidia hugging-face mistral-ai agi large-language-models uncertainty-quantification llm-architecture efficiency-improvements alignment-safety ai-tools ai-fundingAGI realism and progress updates including OpenAI's voice mode, AGI timelines, new AI models, and funding rounds. Highlights include DeepMind's uncertainty quantification, xLSTM extension, LLM geometry study, efficiency improvements, alignment safety, and AI tools like LangChain, Hugging Face, NVIDIA integrations, and Mistral fine-tuning.
- Not much happened todaygemini-1.5-flashmodel gemini-pro mixtral mamba-2 phi-3-medium phi-3-small twelve-labs livekit groq openai nvidia lmsys multimodal-ai large-language-models model-optimization prompt-engineering data-curation ai-safety ai-alignmentAI news from June 3-4, 2024, highlights funding rounds for Twelve Labs and Livekit, performance improvements in Gemini and Mixtral models, new architectures like Mamba-2, and discussions on AI safety, alignment, and prompt engineering.
- Mamba-2: State Space Dualitymamba-2 transformer++ llama-3-70b huggingface goombalab clementdelangue karpathy state-space-models attention-mechanisms dataset-creation data-pruning multimodal-learning video-analysisAI news highlights the release of Mamba-2, a state space model outperforming Mamba and Transformer++, the development of FineWeb-Edu dataset for improved LLM training, and advances in perplexity-based data pruning and multi-modal video analysis benchmarks.
May
- Ways to use Anthropic's Tool Use GAclaude-3-opus anthropic amazon google openai sainingxie tool-use function-calling agentic-ai architecture-patterns self-guided-course ai-research superintelligence convolutional-networks vision-transformers ai-industry-trendsAI tools and research updates including Anthropic's tool use/function calling, architectural patterns for agentic AI, self-guided courses, and Twitter recaps on AI research, superintelligence, convolutional networks, and industry trends.
- Contextual Position Encoding (CoPE)cope meta-ai transformers positional-encoding language-modeling coding artificial-intelligence-researchA new positional encoding method called CoPE for transformers, developed by Jason Weston of Meta AI, improves counting and copy tasks, language modeling, and coding by considering context and external memory. The year sees a variety of position encoding variants, emphasizing adding capabilities to models.
- 1 TRILLION token context, real time, on device?gemini-1.5 sonic cartesia mistral scale-ai lmsys eleven-labs state-space-models voice-models evaluation-leaderboards large-language-models context-windows on-device-ai audio-processing video-processing text-processing ai-research ai-engineeringAI news from late May 2024 highlights developments in state space models, new voice models, AI evaluation leaderboards, and ongoing debates about AI research and engineering. Notable topics include Cartesia's low latency voice model, the potential of trillion-token context windows, and advancements in large language models like Gemini 1.5.
- Somebody give Andrej some H100s alreadygpt-2 h100 openai meta nvidia tesla cuda gpt-2 llm ai-training ai-safety ai-regulation cnn transformers ai-researchAI news for 5/27/2024-5/28/2024 covers advancements in training tiny GPT-2 models, discussions on CUDA and H100 GPUs, and Twitter debates between Yann LeCun and Elon Musk on CNNs, AI safety, and regulation.
- Life after DPO (RewardBench)gpt-4 claude-3-opus gemini-pro-1.5 llama-3-7b llama-3-13b llama-3-65b x.ai meta cohere google openai anthropic mistral-ai rlhf reward-models dpo alignment-research language-models rewardbench reward-hacking multimodal-aiAI News for 5/24/2024-5/27/2024. Highlights include x.ai raising $6 billion at a $24 billion valuation, a recap of ICLR papers, Meta's LlamaFS project, and discussions on reward models, RLHF, DPO, and future alignment research. The news also covers the rise of reward-model-focused Llama 3 models outperforming GPT-4, Cohere, Gemini, and Claude, and xAI's funding and valuation.
- Ten Commandments for Deploying Fine-Tuned Modelsclaude-3-opus anthropic google large-language-models model-deployment prompt-engineering model-evaluation open-source-aiAI news from 5/23/2024 to 5/24/2024 includes community discussions, deployment guidelines, and research updates. Highlights include Anthropic's feature manipulation in Claude, open-source model progress, and deployment best practices.
- Clémentine Fourrier on LLM evalsclaude-3-opus huggingface meta llm-evaluation automated-benchmarking human-judges models-as-judges llm-evals ai-evaluation ai-researchAI news for 5/22/2024-5/23/2024 covers updates on LLM evaluation methods, insights from Clémentine Fourrier on LLM evals, and community activities like the AI Engineer World's Fair. Highlights include discussions on automated benchmarking, human and model judging, and the state of AI evaluation research.
- ALL of AI Engineering in One Placeclaude-3-sonnet openai anthropic mistral cohere huggingface adept midjourney character.ai microsoft amazon google nvidia salesforce mastercard palo-alto-networks axa novartis discord twilio tinder khan-academy sourcegraph mongodb neo4j hasura modular cognition anysphere perplexity groq mozilla nous-research galileo unsloth langchain llamaindex instructor weights-biases lambda-labs neptune datastax crusoe covalent qdrant baseten e2b octo-ai gradient-ai lancedb log10 deepgram outlines crew-ai factory-ai ai-engineering multimodal evals open-models codegen gpus agents ai-in-fortune-500 ai-leadership interpretability safety feature-steering behavior-modificationDeep IRL networks are highlighted at the AI Engineer World's Fair in San Francisco, featuring major AI labs, cloud providers, and startups. The event includes tracks on RAG, multimodality, evals, open models, codegen, GPUs, agents, AI in the Fortune 500, and AI leadership. Recent AI research includes interpretability work by Anthropic on Claude 3 Sonnet, focusing on feature extraction, behavior modification, and safety features.
- Anthropic's "LLM Genome Project": learning & clamping 34m features on Claude Sonnetclaude-3-sonnet anthropic dictionary-learning interpretability neuron-activations transformer-models large-language-models monosemanticity safety-relevant-behaviorsAnthropic's research on scaling monosemanticity in language models introduces dictionary learning to interpret neuron activations, revealing abstract features like code, errors, and safety-related behaviors in Claude 3 Sonnet. The work emphasizes interpretability and modifiability of large transformer models.
- Skyfallgemini-1.5-pro gemini-flash yi-1.5 kosmos-2.5 pali-gemma falcon-2 deepseek-v2-lite google deepmind huggingface yi-ai microsoft google model-releases multimodal scaling-laws inference-efficiency causal-modeling hallucinations local-ai transformersAI news for 5/17/2024-5/20/2024 covers model releases, research papers, platform updates, and community activities. Highlights include Google DeepMind's Gemini 1.5 Pro and Flash models, Yi-1.5 models with extended context, Hugging Face's free shared GPUs, and various research advancements in scaling laws, inference efficiency, causal modeling, and hallucination analysis.
- Chameleon: Meta's (unreleased) GPT4o-like Omnimodal Modelchameleon-7b chameleon-34b fair meta multimodal early-fusion omnimodality large-language-models training-dataFAIR's Chameleon introduces an early fusion multimodal model trained on 10T tokens, capable of outputting any modality with a focus on 'omnimodality'. It compares favorably with GPT-4-class models, though benchmarks are modest. Meta is close to releasing its own early fusion multimodal model.
- Cursor reaches >1000 tok/s finetuning Llama3-70b for fast file editinggpt-4 gpt-4o gpt-4-turbo gemini-1.5 imagen-video openai anthropic google huggingface multimodal code-editing speculative-decoding ai-evaluation ai-safety open-source-aiAI news for 5/15/2024-5/16/2024 covers Cursor's new fast code editing model surpassing GPT-4, GPT-4o's multimodal and coding capabilities, and updates from Anthropic, Google, and open-source AI initiatives. Highlights include GPT-4o's multimodal features, Google's Imagen Video, Gemini 1.5, and open GPU distributions.
- Not much happened todaygpt-4o gemini-1.5-pro gemini-1.5-flash imagen-3 veo qwen-1.5-110b openai google google-deepmind reka-ai alibaba leadership-changes multimodal text-to-image generative-video ai-assistant ai-models benchmarks rlhfAI news from 5/14/2024 to 5/15/2024 covers leadership changes at OpenAI, new Google AI models including Gemini 1.5 Pro, Flash, Imagen 3, Veo, and Project Astra, as well as GPT-4o's leaderboard success and new models from Reka and Alibaba Qwen.
- Google I/O in 60 secondsgemini-1-5-pro gemini-flash gemini-nano gemini-gems gemma-2 pali-gemma veo imagen-3 google deepmind gemini-model-family gemma-model-family multimodal ai-deployments ai-hardware watermarking text-to-image text-to-video ai-integrationGoogle I/O showcased the Gemini model family with new variants like Gemini 1.5 Pro, Flash, Nano, and Gemini Gems, along with other AI projects such as Gemma, Veo, Imagen 3, and Music AI Sandbox. Google also announced AI integrations across its product suite and new hardware codenamed Trillium. The event highlights Google's focus on speed, efficiency, and multimodal capabilities.
- GPT-4o: the new SOTA-EVERYTHING Frontier model (GPT4T version)gpt-4o openai huggingface hazyresearch frontier-models open-source-llms fine-tuning multimodal-ai autoregressive-models diffusion-models moe-architectures decoder-decoder-models gpu-optimization attention-mechanisms model-scalingAI news for 5/10/2024-5/13/2024 covers GPT-4o launch, open-source LLM exploration, multimodal AI, efficient attention techniques, and model scaling advancements, with discussions on open-source platforms, fine-tuning, multimodal architectures, and GPU optimization.
- GPT-4o: the new SOTA-EVERYTHING Frontier model (GPT4O version)gpt-4o openai multimodal voice-recognition vision real-time-processing language-models image-generation 3d-modeling ai-advancementsOpenAI announced GPT-4o, a new multimodal model with voice, vision, and real-time reasoning capabilities, surpassing previous models in speed, versatility, and language performance. The release includes demos of 3D object generation, improved image output, and expanded vocab size, challenging existing desktop AI startups.
- Quis promptum ipso promptiet?gpt-4 gpt-3.5 llama-3-70b llama-3-120b gemini-1.5 claude-3-opus openai anthropic neuralink prompt-engineering large-language-models open-source-models rag-application neural-interface brain-computer-interface iclrAI news for 5/9/2024-5/10/2024 covering OpenAI's upcoming announcement, Anthropic's prompt engineering updates, open-source models like Llama 3, Neuralink's brain-computer interface demo, and ICLR 2024 in Asia.
- LMSys advances Llama 3 eval analysisllama-3 gpt-4 claude-3-sonnet lmsys google deepmind isomorphic-labs openai llm-evaluation model-performance molecular-structure-prediction protein-folding model-spec ai-model-behaviorLMSys is analyzing Llama-3's performance across categories and prompt complexities, highlighting uneven results and the importance of evaluation methods. AlphaFold 3 by DeepMind has been released, capable of predicting molecular structures with high accuracy, impacting biology and genetics. OpenAI introduced Model Spec to clarify model behavior and improve decision-making. Llama 3 has climbed to the top of the LMSYS leaderboard, showing strengths and weaknesses in different prompt challenges.
- OpenAI's PR Campaign?gpt-4 openai microsoft google responsible-ai model-spec nsfw-content alignment ai-safety multimodal scaling efficiencyRecent AI news highlights OpenAI's efforts to improve transparency and responsible AI use, including new tools for content creators, model specifications, and collaborations with Microsoft for secret AI services for US spies. Discussions include model alignment, safety, and the potential for generating NSFW content.
- Kolmogorov-Arnold Networks: MLP killers or just spicy MLPs?gpt-4 gpt-5 claude-3-opus openai microsoft learnable-activations kan mlps interpretability scaling preprint-system gpt-models ai-safety ai-generated-images metadata-standard llm-trainingAI research and discussions on learnable activations, KANs, and their relation to MLPs, along with updates on GPT models, OpenAI safety, AI-generated image detection, and Microsoft's in-house LLM training.
- DeepSeek-V2 beats Mixtral 8x22B with >160 experts at HALF the costdeepseek-v2 llama-3-120b llama-3-400b ma-i-1-500b deepseek-ai snowflake microsoft google nvidia large-language-models moe multi-head-latent-attention inference-optimization token-inference llm-developments robotics embodied-ai multimodal-ai hallucinations medical-ai training-techniquesAI news covers DeepSeek V2's new high-scale MoE model with 8B tokens dataset, multi-head latent attention, faster inference, and competitive token inference pricing. Highlights include Llama 3's release, Microsoft's MAI-1 500B, overfitting issues in Mistral and Phi, Tesla Optimus updates, open-source robotics with LeRobot, Nvidia's DrEureka, multimodal hallucination research, and Google's Med-Gemini for medical AI.
- $100k to predict LMSYS human preferences in a Kaggle contestllama-3 gpt-4 claude-3-opus lmsys groq openai scale-ai ai2 nvidia llm-models benchmarking datasets human-preference-prediction efficient-training llm-alignment factualityAI news for 5/2/2024-5/3/2024 includes a Kaggle competition on predicting human preferences in chatbot conversations, Llama 3 model performance benchmarks, open source evaluator LLMs, datasets like GSM1K and WildChat, and techniques for efficient LLM training such as LoRA and NeMo-Aligner.
- Evals: The Next Generationgpt-4 gpt-5 llama-3 kolmogorov-arnold-networks scale-ai reka openai microsoft moderna sanctuary-ai meta reuters benchmarking multimodal ai-regulation ai-safety ai-applications ai-research neural-networks large-language-models ai-collaborationsAI news covering benchmark contamination issues, new evaluation benchmarks like VibeEval, GPT-4 and GPT-5 developments, AI regulation calls, AI applications in diplomacy and medicine, collaborations for robotics, and research advancements like Kolmogorov-Arnold networks and Llama 3 models.
- Not much happened todaycommand-r-35b llama-3-8b gpt2-chat gpt-4-turbo anthropic openai perplexity google amazon apple deepmind large-language-models ai-agents ai-assistants ai-ethics ai-governance ai-research image-generationAI news from April 30 to May 1, 2024, covers updates on AI models, frameworks, agents, assistants, ethics, research, and image generation, including new model capabilities, company activities, and legal issues.
- LLMs-as-Juriesgpt-4 gpt-3.5 openai cohere financial-times llm-ensemble ai-in-news ai-voice-assistants interface-agents stable-diffusion sdxl comfyui virtuso-nodes prompt-stylesAI news from 4/29/2024 to 4/30/2024 includes OpenAI's memory feature rollout, partnership with Financial Times, discussions on GPT-4 usage limits, and issues post-memory update. Also covers AI voice assistants, interface agents, Stable Diffusion models, and extensions.
April
- A quiet weekenddolphin-2.9 stable-diffusion-3 llama-3-8b llama-3-70b mistral openai lmsys meta pixart uber coca-cola microsoft llama mistral ar-interfaces llm-models transformers ai-applications ai-deployment quantization llm-optimization ai-partnershipsAI news from late April 2024 covers predictions of AR interfaces with AI assistants, new models like Dolphin-2.9 based on Llama-3, PixArt Sigma achieving Stable Diffusion 3.0 performance, AI-generated restaurant reviews passing Turing tests, Uber's ETA prediction improvements, Coca-Cola and Microsoft's AI partnership, Llama-3 70B running on 4GB GPU, Mistral.rs inference platform, challenges in deploying LLMs to production, and quantization comparisons of Llama models.
- Apple's OpenELM beats OLMo with 50% of its dataset, using DeLighTopenelm llama-3 llama-3-8b-instruct llama-3-70b apple meta multimodal large-language-models model-architecture layer-wise-scaling ai-ethics ai-regulation llm-developmentsApple's AI emergence continues ahead of WWDC with the release of OpenELM, Apple's first open LLM, featuring small sizes and layer-wise scaling inspired by DeLight. The news also covers LLaMA 3's increased context length, new models, and AI ethics debates including risks of open-source AI and U.S. regulation proposals.
- Snowflake Arctic: Fully Open 10B+128x4B Dense-MoE Hybrid LLMarctic snowflake foundation-models mixture-of-experts curriculum-learning language-models llm-architectureSnowflake has released Arctic, a new foundation language model claiming to outperform Databricks, featuring a multi-stage curriculum and a mixture of experts architecture, released under Apache 2.0. The release includes a cookbook published on Medium.
- OpenAI's Instruction Hierarchy for the LLM OSgpt-4 claude-3-opus llama-3 phi-3-mini openai microsoft apple prompt-injection alignment multimodal language-models model-benchmarks ai-safety ai-application model-deploymentAI news covers recent developments including privilege levels for LLMs, prompt injection defenses, new models like Phi-3 mini, Apple OpenELM, instruction benchmarks, and applications such as Wendy's AI drive-thru and Llama 3 deployment.
- Perplexity, the newest AI unicornllama-3-8b-16k llama-3-8b-v1_1 llama-3-70b phi-3-3.8b phi-3-7b phi-3-14b huggingface meta perplexity llama-3 multimodal fine-tuning web-browsing instruction-following model-comparison open-source-ai language-models performance-evaluation quantization web-dataAI news covering recent developments in Llama 3 variants, optimizations, performance, and open-source models like Phi-3, along with updates on Perplexity's Series B-1 funding and community discussions on Reddit.
- FineWeb: 15T Tokens, 12 years of CommonCrawl (deduped and filtered, you're welcome)wizardlm-2-8x22b llama-3 claude-opus gpt-4 meta huggingface reka mistral lmsys openai datasets large-language-models model-benchmarks quantization safety content-moderationAI news covering dataset size breakthroughs, open datasets, model benchmarks, quantization, and safety issues. Highlights include record dataset sizes, Llama 3 training data, model performance, and safety concerns such as AI bans and vulnerabilities.
- Llama-3-70b is GPT-4-level Open Modelllama-3-8b llama-3-70b llama-3-7b gpt-4-turbo mistral-7b grok-3 meta microsoft google nvidia aws large-language-models open-source-ai multimodal video-generation image-generation ai-scaling compute-demand ai-safety ai-bias energy-consumptionAI news highlights the recent advancements in open large language models, including Llama 3's release, outperforming previous models and benchmarks, and the progress in AI-generated video and image synthesis. Discussions also cover AI scaling challenges, compute requirements, and societal impacts such as bias and energy consumption.
- Meta Llama 3 (8B, 70B)llama-3-8b llama-3-70b llama-3-400b sd-3 mixtral-8x22b-instruct-v0.1 coxcomb vasa-1 meta stability-ai microsoft mistral-ai church-of-jesuschrist large-language-models open-source-ai ai-robotics ai-benchmarks ai-safety ai-regulation ai-development-tools ai-memesMeta released Llama 3 models including 8B, 70B, and a 400B variant in training, which is considered the first GPT-4 level open-source model. The release includes updates on AI models, robotics, benchmarks, safety discussions, tools, and memes.
- Mixtral 8x22B Instruct sparks efficiency memesmixtral-8x22b zamba-7b gpt-4 claude-3-opus google microsoft nvidia deepmind intel softbank abu-dhabi yahoo huggingface ai-investments deepfake ai-chips ai-companions language-models multimodal natural-language-processing retrieval-augmented-generationAI news covers investments by tech giants like Google and Microsoft, UK criminalizing non-consensual deepfake porn, Nvidia's dominance in AI chips, AI market for companions, unlimited context length in language models, AI surpassing humans on basic tasks, Zamba hybrid architecture, Mixtral 8x22B instruct model release, multilingual capabilities, RAG advancements.
- Lilian Weng on Video Diffusionwizardlm-2 llama-3 reka-core gpt-4 gpt-3 claude-3 openai adobe reka-ai google diffusion-models video-generation multimodal training-free-adaptation ai-creativity ai-competitions ai-ethics agile-aiAI news covers diffusion models for video generation, Sora AI launch, OpenAI's expansion to Japan, new multimodal models like Reka Core, and advancements in AI capabilities including training-free adaptation and AI recognizing its outputs. Industry trends include OpenAI's market dominance, AI's creative and intuitive abilities, and ethical concerns about AI disruption and toxicity.
- Multi-modal, Multi-Aspect, Multi-Form-Factor AIgpt-4 gemini-1.5 reka-core cohere-compass idefics-2-8b reka-ai cohere google apple ollama mistral microsoft paypal multimodal foundation-models embeddings enterprise-data open-source ai-performance llm gpu stable-diffusion ai-research ai-ethicsAI news highlights recent launches including Reka Core, Cohere Compass, IDEFICS 2-8B, and Rewind, along with performance comparisons of AI models and hardware discussions.
- Zero to GPT in 1 Yeargpt-4-turbo claude-opus mixtral-8x22b zephyr-141b medical-mt5 lmsys openai mistralai langchainai huggingface arankomatsuzaki gpt-4-turbo open-source-models llms multilingual-llm model-evaluation tool-calling transformer-js researchAI news highlights the release of GPT-4 Turbo, its performance improvements, and ongoing developments in open-source models like Mistral and Zephyr. It also covers updates in AI frameworks such as LangChain and Hugging Face, and research on LLMs as regressors.
- Mergestral, Meta MTIAv2, Cohere Rerank 3, Google Infini-Attentionmistral-8x22b command-r-plus llama-3 mtia infini-attention meta cohere google stability-ai huggingface meta large-language-models transformers multimodal reinforcement-learning image-generation retrieval-augmented-generation long-range-transformersAI news from April 10-11, 2024, highlights new models like Mistral 8x22B, Command R+, and Llama 3, as well as Meta's MTIA chips and advances in linear attention and stable diffusion. Topics include enterprise search, long-range transformers, and open-source AI efforts.
- Music's Dall-E momentgriffin command-r+ 8x22b codegemma ella gpt-4 gemini-1.5 suno google mistral google cohere latentspace tencent unsloth andrejs openai music-generation audio-recognition multimodal large-language-models open-source model-benchmarks architecture efficiency context-windowsAI news covers recent launches and updates including Udio's music generation tool, Gemini audio capabilities, and Sonauto's music AI. It also highlights advances in models like Google's Griffin, Command R+, Mistral's 8x22B, and open-source efforts such as Ella weights and Unsloth. Reddit discussions focus on new architectures, open-source models, benchmarks, and multimodal AI.
- Gemini Pro and GPT4T Vision go GA on the same day by complete coincidencegemini-1.5-pro gpt-4-turbo orca-2.5-7b functionary-v2.4 cos-xl-1.0 google openai meta cohere huggingface multimodal large-language-models diffusion-models efficient-ai multilingual-datasets creative-aiAI news from April 8-9, 2024, highlights major updates including Google's Gemini 1.5 Pro with a million-token context window, GPT-4 Turbo with vision now generally available, and new models from Meta, Orca, and CosXL. Notable advancements include improved efficiency in diffusion models, larger multilingual datasets, and creative AI applications such as AI-generated trailers and game development without coding.
- Anime pfp anon eclipses $10k A::B prompting challengellama-2-13b gpt-4 stable-diffusion-1.5 ollama huggingface openai ai-research model-quantization video-generation prompt-engineering ai-community ai-memesAI news from April 5-8, 2024, covering technical developments, prompting techniques, community discussions, memes, and a GPT challenge demonstrating AI capabilities with models like local LLaMA, stable diffusion, and openai.
- Mixture of Depths: Dynamically allocating compute in transformer-based language modelsmoe mo-d deepmind transformer-efficiency mixture-of-experts dynamic-compute long-contextDeepMind introduces a Mixture-of-Depths (MoD) technique for dynamic compute allocation in transformers, allowing tokens to pass through different numbers of layers for efficiency and speed, potentially up to 50% faster during inference. The approach combines MoD with MoE to optimize resource use and improve long-context processing.
- Cohere Command R+, Anthropic Claude Tool Use, OpenAI Finetuningcommand-r-plus-104b claude gpt-3.5-turbo gemini llama vicuna mistral cohere anthropic openai microsoft stability-ai meta google large-language-models tool-use multilingual context-windows quantum-computing audio-generation local-llm-inference model-comparison finetuning researchAI news covering recent launches and updates from Cohere, Anthropic, OpenAI, and advancements in quantum computing, audio generation, and local LLM inference. Highlights include new models, tool use capabilities, and model comparisons.
- ReALM: Reference Resolution As Language Modelingflan-t5 apple multimodal reference-resolution language-modeling ai-research assistant-technologyApple is developing ReALM, a multimodal reference resolution model that outperforms GPT-4 on understanding ambiguous references in context. The research uses a mix of labeled and synthetic data to finetune a smaller FLAN-T5 model, highlighting advancements in multimodal AI and assistant-like capabilities.
- Not much happened todaygpt-3.5-turbo google cohere open-source large-language-models model-performance ai-debates hardware llm-inference local-llms image-generation stable-diffusion ai-artAI News for 4/1/2024-4/2/2024. Highlights include open source models like RAGFlow and Jamba, performance insights on GPT-3.5-Turbo, AI debate capabilities, hardware deals, and advancements in local LLMs and image generation.
- AdamW -> AaronD?claude-3-opus gpt-4 gpt-3.5-turbo llama-300m mambamixer openai la-mma stablediffusion sequoia-ascent arxiv large-language-models image-generation diffusion-models optimization ai-ethics ai-applications reinforcement-learning multimodalAI News for 3/28/2024-4/1/2024. We checked 5 subreddits and 364 Twitters and 26 Discords for you. Highlights include a new optimizer inspired by LK-99, Claude 3 Opus surpassing OpenAI models, a pretrained LLaMA-based 300M model, promising results from MambaMixer architecture, advancements in Stable Diffusion, AI-generated ads, and policy updates from OpenAI.
March
- Evals-based AI Engineeringgpt-4 claude-3-opus grok-1.5 qwen1.5-moe bamboo-7b jamba llama2-7b llama2-7b-quantized openai hamel husain langsmith heygen noam dwarkesh sholto trenton x.ai ai-evaluation model-architecture voice-cloning multimodal quantization llm-performance ai-safetyAI news covering eval systems, model updates, voice cloning, and new architectures. Highlights include OpenAI's voice engine demo, new models like Jamba, Bamboo, Qwen1.5-MoE, Grok 1.5, and quantization advances such as 1-bit Llama2-7B and QLLM.
- Jamba: Mixture of Architectures dethrones Mixtraljamba-52b dbrx grok-1 mixtral gemini-pro stripedhyena-7b ai21-labs databricks together-ai midjourney large-language-models moe-models transformer-architecture open-source-ai image-generation stable-diffusionAI News for 3/27/2024-3/28/2024 highlights recent model releases including AI21 Labs' Jamba, a 52B parameter MoE model optimized for single GPU performance, and other open models like DBRX and Qwen. The news covers advancements in large language models, MoE architectures, and image generation tools such as Stable Diffusion.
- DBRX: Best open model (just not most efficient)dbrx databricks large-language-models open-source-ai model-evaluation training-efficiency tokenization code-generationDatabricks Mosaic introduces a new open-source large language model (LLM) called DBRX, trained on 12 trillion tokens, outperforming models like Grok, Mixtral, and Llama2 in evals, with higher efficiency and open weights. The model is trained in 2 months on 3,000 H100 GPUs, and features improvements in tokenization and code performance, emphasizing training efficiency and open collaboration.
- Claude 3 is officially America's Next Top Modelclaude-3-opus claude-3-sonnet gpt4 mistral-large mistral-7b qwen-72b anthropic mistral huggingface openai google ai-models ai-ethics ai-safety model-fine-tuning model-merging ai-societal-impact ai-research ai-memesAI news covers Claude 3 rankings, model fine-tuning, societal impacts, ethics, safety, memes, and recent developments in AI models like mistral, qwen, and openrouter. Highlights include cost-performance analysis of AI models, ethical concerns about AI development, and technical advancements in model merging and interpretability.
- Andrew likes Agentsgpt-3.5 gpt-4 google stability.ai openai agents code-generation multimodal stable-diffusion llm-deployment image-generation ai-researchAI news covering agent frameworks, code-writing AI, Stable Diffusion models, local LLM deployment, and recent industry updates including Andrew Ng's work, Stability AI, and new image generation techniques.
- not much happened todayllama-2-70b llama-2-13b qwen-1.5 reddit fine-tuning llm-training retrieval-augmented-generation embeddings synthetic-data model-deployment model-optimization model-extension memoryAI news from March 21-22, 2024, covering Reddit discussions on fine-tuning LLMs, retrieval-augmented generation, deploying and optimizing LLMs, and extending LLM capabilities.
- Welcome /r/LocalLlama!cerebrum-8x7b moistral-11b-v1 claude-3 claude-opus h200 openai google nvidia aether-research huggingface openinterpreter model-releases benchmarks quantization performance-optimization deployment serving training-data fine-tuningAI news for 3/20/2024-3/21/2024 includes model releases, benchmarks, performance optimization, deployment, and training discussions. Highlights include Reddit's IPO, Cerebrum 8x7b, Moistral 11B, Claude3 creative benchmarks, and Nvidia Blackwell chips.
- Shipping and Dipping: Inflection + Stability editionclaude-3-opus inflection-ai stability-ai microsoft google google-deepmind anthropic nvidia ai-safety ai-safety-risks ai-startup ai-leadership ai-product-launch ai-application geometric-deep-learning football-ai ai-on-cloudAI startup Inflection AI and Stability AI experience major leadership departures shortly after recent product launches, signaling potential industry consolidation. Microsoft appoints Mustafa Suleyman as CEO of Microsoft AI, and Google DeepMind introduces TacticAI for football insights. Anthropic releases Claude 3 models on Google Cloud, and NVIDIA unveils AI nurses, raising safety concerns.
- World_sim.exegpt-4 gpt-4-8k grok-1 llama-cpp claude-3-haiku nvidia nous research stability ai langchain anthropic foundation-models multimodal large-language-models text-to-video retrieval-augmented-generation ai-hardware photonic-computing ai-trendsAI News for 3/18/2024-3/19/2024, including Nvidia GTC announcements, open source LLM releases, retrieval augmented generation tutorials, and emerging AI trends.
- Grok-1 in Biogrok-1 claude-3 xai anthropic large-language-models model-performance finetuning ai-hardware ai-research moe multimodalGrok-1, a 314B parameter open-source MoE model from xAI, has been released, sparking discussions on its architecture, performance, and potential for fine-tuning. The model's performance is underwhelming compared to expectations, and it is seen as a starting point for further development. The news also covers interactions with Anthropic's Claude and various memes about AI models.
- MM1: Apple's first Large Multimodal Modelmm1-30b claude-3-opus apple cohere anthropic multimodal large-language-models open-source retrieval-augmented-generation robot-manipulation ai-frameworks datasetsApple announced MM1, a 30B multimodal LLM that outperforms larger models on VQA benchmarks, with applications in embodied agents, business, and education. The news also covers new open-source tools, models like Claude 3, and advancements in AI frameworks and datasets.
- Not much happened pidayclaude-3-haiku deepmind anthropic google cohere elons-musk ai-agents embodied-ai large-language-models scaling-laws ai-coding ai-safety ai-regulation memesAI News for 3/13/2024-3/14/2024 covers DeepMind's SIMA generalist AI agent, Anthropic's Claude 3 Haiku, advancements in language model scaling, AI coding assistants, AI safety regulations including the EU AI Act, and memes about AI engineers.
- DeepMind SIMA: one AI, 9 games, 600 tasks, vision+language ONLYgpt-4 claude-3-opus deepmind google generalist-ai multimodal virtual-environments reinforcement-learning ai-infrastructure ai-automation large-language-models ai-agentsDeepMind's SIMA is a generalist AI agent capable of performing 600 diverse tasks in 3D virtual environments using only screengrabs and natural language instructions, marking a step beyond specialized AI systems for games like MineCraft and Dota 2. The news also covers recent discussions on AI automation in software engineering, large language models, AI agents, infrastructure, and humorous memes within the AI community.
- The world's first fully autonomous AI Engineergpt-4 cognition-labs large-language-models reinforcement-learning ai-agents long-term-reasoning ai-deployment ai-model-training ai-automationCognition Labs showcases an advanced AI system capable of complex engineering tasks, long-term reasoning, and multi-step planning, integrating GPT-4 and reinforcement learning techniques. The system demonstrates significant progress in AI agent capabilities, attracting attention from investors and the AI community.
- Fixing Gemmagemma claude-3-opus google unsloth anthropic finetuning numerical-precision ai-models benchmarks ai-research ai-progress ai-ethics ai-tutorialsAI news for 3/7/2024-3/11/2024 covers Google's Gemma model bugs, community efforts, AI Twitter recaps including technical deep dives, new model releases like Claude-3, benchmarks, reflections on AI progress, and tutorials.
- FSDP+QLoRA: the Answer to 70b-scale AI for desktop class GPUsgpt-4 llama qlora fsdp hqq huggingface meta inflectionai large-language-models model-training memory-optimization distributed-training gpu-hardware quantization parameter-sharding gradient-checkpointing cpu-offloading flashattentionAI news discusses a new tool by Jeremy Howard for training 70b-scale language models on consumer GPUs, the limitations of QLoRA, and the use of FSDP, GPU memory management techniques, and cost-effective hardware solutions.
- Inflection-2.5 at 94% of GPT4, and Pi at 6m MAUinflection-2-5 inflection large-language-models performance-optimization emotional-intelligence web-search benchmarking retrieval-augmented-generation ai-researchInflection announced the release of Inflection 2.5, which improves performance close to GPT-4 with less compute, and is also focusing on emotional intelligence (EQ). The company reports rapid user growth for Pi, added web search, and released updated benchmarks. The AI community discusses Claude 3's capabilities, RAG advancements, and new evaluation tools.
- Not much happened todayclaude-3 ideogram-1.0 gemma-2b gpt4all anthropic langchain llamaindex cohere accenture mistral-ai snowflake deepspeed hugging-face european-space-agency google ai-models enterprise-ai open-source multimodal ai-research ai-robustness cloud-infrastructure earth-observation ai-deploymentAI news highlights the release of Anthropic Claude 3, collaborations between AI companies like Mistral AI, Snowflake, and Cohere, ongoing challenges in model robustness, open source datasets like Gemma 2B, and community discussions on AI limitations and progress.
- Stable Diffusion 3 — Rombach & Esser did it again!claude-3 sd-3 starcoder2-15b anthropic stability-ai microsoft latitude multimodal image-generation 3d-modeling ai-evaluation sota text-to-image text-to-3d visualization coding-aiAI news covers the release of Anthropic Claude 3, Stable Diffusion 3 paper, new models from Microsoft, Stability AI, TripoSR, and DolphinCoder-StarCoder2. It highlights advancements in multimodal AI, image generation, 3D modeling, and AI capabilities in visualization and coding, with a focus on SOTA performance and model comparisons.
- Claude 3 just destroyed GPT 4 (see for yourself)claude-3-haiku claude-3-sonnet claude-3-opus anthropic multimodal vision long-context ai-safety alignment benchmarking natural-language-processing ai-evaluation ai-model-comparisonClaude 3 models are now available in three sizes, with advanced multimodal, vision, and long-context capabilities. They outperform GPT-4 on benchmarks, feature improved safety and alignment, and are integrated into platforms like claude.ai, AWS, and Google Vertex. The models include Haiku, Sonnet, and Opus, with Opus powering Claude Pro and offering near-perfect recall and extensive context handling.
- The Era of 1-bit LLMsbitnet-b1.58 gpt-4 gpt-3 gpt-3.5 gpt-3-turbo bitnet gpt-4 openai anthropic google huggingface quantization large-language-models multimodal ai-security ai-ethics ai-research ai-hardware energy-efficient-aiThe news discusses advancements in 1-bit large language models (LLMs), including the introduction of BitNet b1.58, which uses ternary weights and offers high performance with reduced energy and memory costs. It highlights research on quantization, multimodal models, AI security, and ethical considerations, along with community discussions on AI innovation, societal impact, and humor.
- Dia de las Secuelas (StarCoder, The Stack, Dune, SemiAnalysis)starcoder-15b the-stack-v2 huggingface code-generation large-language-models programming-languages dataset ai-researchHuggingFace/BigCode released StarCoder v2, a state-of-the-art code generation model with 3B and 15B parameters trained on over 600 programming languages, and The Stack v2 dataset.
February
- ... and welcome AI Twitter!google-gemini mistral-large google openai microsoft apple ai-ethics ai-models corporate-leadership hardware financial-transactions ai-safety multimodal on-device-ai synthetic-data deep-learning cnn vision-proAI Twitter recap covering AI ethics, new models, corporate leadership, hardware advancements, financial platform issues, and tech humor, highlighting discussions among engineers and tech professionals.
- Welcome Interconnects and OpenRoutermistral-large gpt-4 mistral-medium mistral-ai openai langchain perplexity-ai llamaindex model-comparison model-optimization quantization gptq qlora role-playing story-writing ai-decompilation quantum-computing diffusion collaboration open-sourceAI Discord communities discussed model comparisons including Mistral AI, Miqu, and GGUF quantized models, with focus on performance, cost-efficiency, and quantization techniques like GPTQ and QLORA. Topics also covered AI applications in role-playing, story-writing, code decompilation, quantum computing, and collaborative open-source projects such as Mistral's open-source efforts and R2R for RAG systems.
- Mistral Large disappointsmistral-large mistral llm-performance cost-efficiency training-hurdles deception model-merging ai-decompilationMistral announced Mistral-Large on La Plateforme and Azure, trailing GPT-4 by about 5% on benchmarks. Community reception is mildly negative, and there are doubts about open sourcing. Mistral claims Mistral-Small is better than Mixtral 8x7B. Discussions include LLM performance, training hurdles, AI deception, model merging, and AI decompilation.
- One Year of Latent Spacegemini-1.5 orca-2-13b nous-hermes-2-dpo-7b opus-v1 google ai-ethics bias generative-ai creative-ai model-fine-tuning performance-optimization ai-deployment ai-hallucination ai-ethics-bias text-to-3d model-merging dpo ai-in-games ai-in-search ai-creativeAI Discords for 2/22/2024 cover topics including bias in Google's Gemini 1.5 image generator, AI-assisted creativity in game development, model fine-tuning challenges, emerging AI deployment trends, and community discussions on model merging and coding tools.
- Ring Attention for >1M Contextgemini-pro ring-attention deepseek-coder-6.7b-instruct mistral gemma-7b gemma-2b google nvidia polymind large-world-model lucidrains cuda-mode mistral lm-studio long-context ring-attention retrieval-augmentation chatbot-ux vram-optimization character-roleplay story-writing code-classification model-deployment ml-workflows inference-scaling software-updatesAI Discords discuss recent developments including Gemini Pro's long context benefits, RingAttention papers and implementations, chatbot UX debates, RAG feature integration, VRAM resource management, fine-tuning for character roleplay, new models for storytelling, code classification challenges, Mistral model access issues, Mac Studio ML workflows, inference scaling strategies, and LM Studio updates with Gemma model discussions.
- Google AI: Win some (Gemma, 1.5 Pro), Lose some (Image gen)gemma-2b gemma-7b gemma-pro-1.5 llama-2 mistral google open-models benchmarking license-issues video-understanding long-context dataset-editing roleplay-ai hardware-setup multi-gpu model-integrationGoogle's Gemma open models outperform Llama2 and Mistral in benchmarks but face licensing and human vibe check issues. Gemini Pro 1.5 shows promise in video understanding and long context handling. Discussions include AI model releases, dataset editing, roleplay, hardware setups, and integration challenges.
- Karpathy emerges from stealth?mistral-7b zephyr-7b llama-2 gpt-4 mistral zephyr-ai intel audiogen model-optimization quantization fine-tuning llm-efficiency llm-robustness dataset-sharing ethical-ai community-collaboration rag multimodal audio-codecsAI community discussions cover model optimization, quantization, fine-tuning challenges, LLM applications, dataset sharing, ethical AI, and community collaboration. Topics include quantizing models like Mistral 7B, Zephyr-7B, and efforts to improve efficiency and robustness, as well as ethical considerations and troubleshooting.
- Companies liable for AI hallucination is Good Actually for AI Engineersgpt-4 mistral-next large-world-model air-canada ai-ethics ai-legal ai-model-optimization retrieval-augmented-generation cuda-optimization large-language-models multimedia-ai ai-legal-liabilityAI news covers a Canadian court ruling against Air Canada for misleading chatbot information, highlighting legal liabilities for AI engineering. It also discusses innovations in AI model optimization, large language models, multimedia AI, and community-driven projects.
- Sora pushes SOTAgemini-1.5 sora h20-gpt mixtral-instruct mistral mistralc llama-13b mistral-7b google openai nvidia large-language-models multimodal context-windows fine-tuning model-merging retrieval-augmented-generation cross-language-engineering training-effects role-play-modelsAI Discords for 2/13-15/2024 cover discussions on Gemini 1.5, Sora, LWM, GPT coding, role-play models, training effects, fine-tuning, model merging issues, and cross-language engineering. Highlights include Google's Gemini 1.5 with 1 million token context, OpenAI's Sora, and NVIDIA's RAG features.
- AI gets Memorygpt-4 aya miqumaid-v2-70b mixtral-8x7b-qlora mistral-7b phi-2 iq3_xss openai cohere unsloth-ai extremeheat medAlpaca microsoft rag-operations memory-models large-language-models fine-tuning rlhf pplo javascript-python-integration model-training ram-issues gpu-overclocking model-quantization medical-llmsAI Discords for 2/11-12/2024 discuss RAG operations, memory models like MemGPT, open-source large language models, fine-tuning techniques, JavaScript-Python integration, hardware issues with large models, medical LLMs like medAlpaca, and hardware upgrades for AI development.
- The Dissection of Smaug (72B)smaug-72b gpt-4 mistral-7b miquella miqumaid abacus ai laion large-language-models model-finetuning model-merging web-ui model-performance model-evaluation voice-assistants fine-tuning model-conversion privacyAI community discussions highlight the release of Abacus AI's Smaug 72B model, its performance on the HF Open LLM Leaderboard, and skepticism from the Nous group. LAION introduced a local voice assistant model, and community debates cover model performance, fine-tuning, model merging, and UI development. Technical issues with model conversion and platform privacy are also discussed.
- Gemini Ultra is out, to mixed reviewsgemini-ultra-1.0 gpt-3 gpt-4 openhermes-2.5-mistral-7b bi-llm google openai large-language-models model-optimization dataset-ethics model-merging model-alignment quantization transformers multi-gpu-support ai-research ai-ethics ai-efficiency ai-toolsAI news covers the release of Gemini Ultra as a paid tier, discussions on AI model performance, optimization, and dataset ethics, along with advancements in model efficiency, quantization, and tools for AI research.
- MetaVoice & RIP Bardmixtral miqu-70b llama2-70b gpt-4 google openai meta coqui text-to-speech voice-cloning content-authenticity ai-training safety-fine-tuning transformers multimodal ai-implementation ai-censorship metadata open-source-ai gpt-4AI Discords for 2/6/2024 cover discussions on new TTS models supporting voice cloning, the shutdown of Google's Bard brand for Gemini, AI training debates involving models like Mixtral and Miqu 70B, safety feature removal in Llama2, AI implementation on Apple Silicon, content authenticity standards in DALL-E, AI censorship debates, metadata challenges, open-source AI models, and GPT-4 usage issues.
- Qwen 1.5 Releasedqwen-1.5 mistral sparsetral-16x7b-v2 bagel-7b-v0.4 deepseek-math-7b-instruct qwen mistral zhipu meta large-language-models multilingual-ai rag agent-planning code-generation model-quantization ai-detection sparse-mo-e model-merging character-memory vr-prototypes ai-scamsAI Discords for 2/5/2024 discuss Chinese models like Qwen, Deepseek, Zhipu, and Mistral, covering topics such as model performance, quantization, multilingual capabilities, RAG, agent planning, code generation, and ecosystem support. Community debates include model quantization, AI detection tools, sparse MoE models, model merging, character memory, and AI scams. Meta's VR prototypes and new AI models like bagel-7b-v0.4 and sparsetral are also highlighted.
- Less Lazy AIhamster-v0.2 flan-t5 qlora axolotl llama.cpp mixtral miqu-1-120b-gguf merge-monster qwen2 openai h2oai huggingface fine-tuning model-merging local-chatbot quantization llm-models model-experiments ai-optimization ai-issuesAI Discord communities discuss recent developments including model fine-tuning, model merging, local chatbot configurations, and issues with AI model behavior and performance. Topics include GPT-4 lyric generation, quantization strategies, model merging techniques, emerging models like Qwen2, and tools for AI experimentation.
- The Core Skills of AI Engineeringmiqumaid olmo mistral-7b exl2 internlm ai2 large-language-models ai-security open-source-ai ai-hardware quantization model-deployment ai-licensing ai-role-playingAI Discords for 2/2/2024 cover discussions on large language models, AI security, open licensing, AI hardware, quantization techniques, and model deployment, highlighting community debates and technical insights.
- AI2 releases OLMo - the 4th open-everything LLMolmo-1b olmo-7b olmo-65b miqu-70b mistral-7b allenai mistral tsmc asml zeiss large-language-models open-source-ai gpu-shortage model-fine-tuning model-optimization json-generation chunking-embeddings ai-research ai-modelsAI community discussions in Discord cover new models like OLMo, Mistral, and Miqu-70B, debates on GPU shortages, open-source vs proprietary AI, and technical topics such as fine-tuning, chunking, and JSON generation.
- Trust in GPTs at all time lowgpt-4 mistral llama3 miquella-120b-gguf harmony-4x7b-bf16 smaug-34b-v0.1 openai huggingface bittensor large-language-models fine-tuning model-merging decentralized-ai datasets visual-reasoning ocr model-incentivesAI community discussions highlight issues with GPT context management, reviews of GPT store, new CUDA Discord, and various model developments including Mistral, Miqu, Llama3, and fine-tuning challenges. Topics include model merging, decentralized AI incentives, and datasets like Open Hermes 2.5.
January
- Miqu confirmed to be an early Mistral-medium checkpointmiqu-1-70b mistral-medium llama-2-70b-chat mixtral bagelmistery-tour-v2 psyfighter-v2 mistral-7b codeLlama-70b mistral meta hugging-face large-language-models model-benchmarking model-training fine-tuning model-quantization context-length sql-generation neural-networks model-scaling ai-researchAI Discord summaries highlight discussions on the Miqu model's performance, model comparisons, niche browser uses, role-playing with chat models, training tips, and technical challenges. The Discord communities also discuss innovations like the Activation Beacon for unlimited context, SQLCoder-70B for SQL generation, and the impressive benchmarks of the Miqu model.
- CodeLLama 70B beats GPT4 on HumanEvalcodellama miqu aphrodite-engine mistral-7b rwkv-v5 openhermes2.5 mixtral-8x7b-dpo qwen-vl meta-ai open-source-ai large-language-models model-fine-tuning context-length multimodal ai-ethics ai-research llm-optimizationMeta AI released CodeLlama, an open-source model now available on Ollama and MLX for local deployment. Discussions include new models like Miqu, Aphrodite engine, and fine-tuning large models like Mistral 7B. Innovations such as Activation Beacon for unlimited context length and Eagle-7B outperforming Mistral are highlighted, along with open-source models like OpenHermes2.5 and multimodal models like Qwen-vl. The community focuses on AI ethics, model performance, and resource centralization.
- RWKV "Eagle" v5: Your move, Mambarwkv-v5-eagle-7b miqu-1-70b mistral-7b mistral-instruct-v0.2 kunoichi-dpo-v2-7b llama-2 gpt-4 eleutherai huggingface google large-language-models fine-tuning multilingual-models model-evaluation model-speed-optimization rotary-position-embedding extrapolation model-leaks model-benchmarks model-interpretabilityAI Discords for 1/27-28/2024, discussing new models like RWKV v5 Eagle, Miqu-1-70b, Mistral speed improvements, fine-tuning techniques, and community debates on model origins and capabilities.
- GPT4Turbo A/B Test: gpt-4-0125-previewgpt-4-turbo openai ai-models gpt-4-turbo multimodal model-optimization chatbots ai-research nlp model-merging multi-gpu-supportOpenAI released a new GPT4 Turbo version in January 2024, with discussions on its performance, improvements, and applications. The news covers AI model deployments, model configurations, chatbot development, and technical troubleshooting across various AI communities and platforms.
- GPT4Turbo A/B Test: gpt-4-1106-previewgpt-4-turbo gpt-4 gpt-3.5 dall-e openai huggingface large-language-models prompt-engineering model-fine-tuning nlp-tools multimodal ai-infrastructure ai-societal-impactOpenAI released GPT-4 Turbo, with discussions on model speed, prompt engineering, and issues with DALL-E text typos. The community explores large language models running on unconventional hardware, fine-tuning challenges, and external NLP tools for large document processing. Topics include AI model deployment, infrastructure, and societal impact.
- Adept Fuyu-Heavy: Multimodal model for Agentsfuyu-heavy gpt-4 claude-2 gemini-ultra mistral-7b yi-34b-200k goliath-120b mistral adept huggingface lesswrong multimodal large-language-models model-deployment model-merging quantization fine-tuning instruct-tuning heterogeneous-ai transformers llm-training api-integration digital-agentsAI Discord summaries highlight recent developments including Adept's Fuyu-Heavy multimodal model, model deployment strategies, model merging, quantization issues, and discussions on large language models like GPT-4, Claude 2, and Gemini Ultra. The content also covers model training insights, heterogenous AI architectures, and chatbot potential.
- Google Solves Text to Videomistral-7b gpt-4 llava google amazon huggingface text-to-video inpainting diffusion-models ai-evaluation llm-deployment gpu-rentals fine-tuning code-evaluationAI news covers Google's Lumiere text-to-video technology with inpainting capabilities, diffusion process insights, and comparisons to Pika and Runway. It also discusses new AI evaluation benchmarks, community discussions on AI model deployment, GPU rentals, and model fine-tuning issues, along with evaluations like HumanEval and MBPP.
- RIP Latent Diffusion, Hello Hourglass Diffusionlatent-diffusion gpt-4 stable-diffusion meta diffusion-models transformer image-generation high-resolution scalability self-rewarding-lmAI researcher Katherine Crowson introduces a hierarchical transformer architecture for high-resolution image generation with diffusion models, improving efficiency and scalability. Meta's Self Rewarding LM paper gains attention, inspiring implementation efforts.
- Nightshade poisons AI art... kinda?nightshade mistral-7b gpt-zero google huggingface mixture-of-experts gpu-parallelism ai-detection fine-tuning quantization model-merging llms ai-ethicsNightshade, a new AI model teased two months ago, has sparked debate over its originality and functioning. Discussions include MoE models, AI detection tools like GPTZero, fine-tuning strategies for models like Mistral 7B, and community-driven quantization and model merging techniques.
- Sama says: GPT-5 soongpt-5 gpt-4 mixtral gemini-pro llama gpt-3.5 openai codium karpathy amd ai-models fine-tuning model-merging multispecialty-models llm-performance vector-stores ai-optimization autonomous-ai ai-researchAI news covers Sam Altman's focus on launching GPT-5, discussions on multi-specialty models, fine-tuning debates, model merging, AMD optimization, and various LLM performance comparisons and experiments.
- 1/17/2024: Help crowdsource function calling datasetsdolphin-2-7-mixtral-8x7b mega-dolphin dolphin-2-6-m-7b-dpo ferret-7b llm-studio autogen-studio skunkworks microsoft llama.cpp hugging face function-calling data-formats model-quantization llm-performance hardware-optimization ai-tools llm-inference multilingual-aiSkunkworks is working on collating function calling datasets and exploring data formats for tuning function calls. LM Studio updates include its closed-source status, compatibility, and new features like 2-bit quantization. Discussions cover model performance, hardware optimization, and new AI tools like Microsoft's AutoGen Studio. The content also mentions various models, companies, and tools such as llama.cpp, hugging face, and microsoft.
- 1/16/2024: ArtificialAnalysis - a new model/host benchmark sitehermes-2-mixtral 7b laserxtral nvidia openai huggingface summarization multimodal tokenization llm-application dataset-sharing model-fine-tuning ai-researchAI community discussions cover summarization techniques using GPUs, model adaptation, arXiv insights, Hermes Mixtral availability, multimodal training, tokenization methods, and transparency in data. Highlights include efficient summarization, fine-tuning models, and exploring byte-level tokenization and multimodal capabilities.
- 1/16/2024: TIES-Mergingmixtral-8x7b nous-hermes-2 frankendpo-4x7b-bf16 huggingface google nvidia oak-ridge-national-laboratory model-merging mixture-of-experts quantization finetuning supercomputing large-language-models ghost-attentionDiscussion on model merging, efficient MoE models, quantization methods like GPTQ and EXL2, fine-tuning issues, supercomputing for AI training, and new model releases such as Nous Hermes 2 and ghost attention in academicat.
- 1/13-14/2024: Don't sleep on #prompt-engineeringgpt-4 openai prompt-engineering ai-consciousness hyperdimensional-vectors ai-ethics multilingual-ai model-mergingAI community discussions on prompt engineering, AI consciousness, hyperdimensional vectors, AI voice ethics, multilingual capabilities, and model merging, with a focus on OpenAI's GPT-4 and related models.
- 1/12/2024: Anthropic coins Sleeper Agentsgpt-4 anthropic openai model-backdoors reinforcement-learning safety-training adversarial-attack deceptive-alignment security-vulnerabilities language-modelsAnthropic's new paper investigates backdoored models that can write secure or insecure code depending on prompts, with safety training and adversarial prompts failing to eliminate backdoors. The research raises concerns about deceptive alignment, sleeper agent LLMs, and security vulnerabilities in AI models.
- 1/11/2024: Mixing Experts vs Merging Modelsgpt-4 gpt-4-turbo gpt-4-32k deepseek-ai maximelabonne huggingface nous-research teenage-engineering moe-models model-merging open-leaderboards ai-sandbox prompt-llm-parameters cloud-security discord-tos llm-performance fine-tuning rag-api-calls moe-vs-dense rag-data-architecture overfittingAI news covers the emergence of MoE models like DeepSeekMOE and Phixtral, model merging techniques such as frankenmerges, and their impact on open leaderboards. Discussions include AI sandbox tools, security concerns with cloud-based AI, performance gaps between GPT-4 versions, fine-tuning strategies, RAG integration, MoE vs dense models, and anomalies in fine-tuning responses.
- 1/10/2024: All the best papers for AI Engineersgpt-4 dall-e-3 stable-diffusion openai gpt-store chatgpt ai-image-generation prompt-engineering ai-ethics rate-limits ai-communitiesOpenAI launched the GPT Store with over 3 million custom ChatGPT models, introduced ChatGPT Team for collaborative work, and discussed AI-generated imagery with DALL-E and Stable Diffusion. The news also covers ethical frameworks in prompt engineering, rate limit issues, and community engagement.
- 1/9/2024: Nous Research lands $5m for Open Source AIgpt-4 nous research openai rabbit humane mit large-language-models context-window activation-beacon llm ai-research ai-devices ai-funding ai-toolsAI news covers Nous Research's seed funding, development of Activation Beacon to extend LLM context windows, Rabbit R1 launch, OpenAI's GPT store release, and ongoing AI research and discussions.
- 1/8/2024: The Four Wars of the AI Stackdino clip cnn distattention distkv-llm longlm mistral mixtral nous research multimodal large-language-models distributed-models long-context embeddings agentic-rag fine-tuning industry-application dataset-release model-comparison model-architectureA recap of recent AI discussions including projects using DINO, CLIP, CNNs, distributed LLMs like DistAttention, Long Context Windows, AI robots making coffee, LLM fine-tuning, hierarchical embeddings, agentic RAG, oil & gas industry applications, new datasets, and debates on model performance and architectures.
- 1/6-7/2024: LlaMA Pro - an alternative to PEFT/RAG??tinyllama-1.1b llama-pro-8.3b gpt-4 gpt-3.5-turbo openai microsoft small-language-models model-expansion privacy multilingual-ai fine-tuning token-limits multimodal text-generation image-generationRecent AI developments include new open-source language models TinyLlama and LLaMA Pro, with discussions on model expansion, privacy, and multilingual support. OpenAI's community discussions cover enterprise offerings, privacy, model fine-tuning, token limits, and creative uses of DALL-E and GPT models.
- 1/4/2024: Jeff Bezos backs Perplexity's $520m Series B.wizardcoder-33b-v1.1 humaneval-test-set-alpha mobilellama-1.4b-base shearedllama tinyllama perplexity google anthropic series-b-funding ai-forecasts terms-of-service memory-limits data-sovereignty gpu-issues language-models model-expansion llm-architectures attention-mechanisms multi-gpu-trainingPerplexity announced their Series B funding with notable investor Jeff Bezos, and Anthropic's $750m fundraising prompts ambitious forecasts and ToS changes. Discussions cover memory limits in AI, data sovereignty, GPU issues, language models like WizardCoder-33B, MobileLLaMA, TinyLLaMA, and model architecture innovations such as sliding window attention and multi-GPU training solutions.
- 1/3/2024: RIP Coquisdxl meta coqui huggingface mozilla model-tuning text-to-speech performance-claims token-sharing transformer-architecture web-crawling image-datasetMeta has been tuning its AI models and prompts, while Coqui, an open source text-to-speech company from Mozilla's ML group, shut down. The HuggingFace community discussed model performance claims, token sharing, web crawling, and building transformers from scratch, along with datasets for image classification.
- 1/2/2024: Smol tweaks to Smol Talkgpt-4 claude-2 bard gemini-ultra openai meta facebook ai-search-engines meta-ai chatgpt browser-issues prompt-engineering api-techniquesThe AI news covers a comparison of AI search engines including Perplexity, Copilot, Bard, and Claude 2, the launch of Meta AI on Instagram and WhatsApp, issues with ChatGPT across browsers, discussions on ChatGPT's personality tuning, debates on data formats like JSON, YAML, Markdown, prompt engineering challenges, and API data retrieval techniques.
- 1/1/2024: How to start with Open Source AIdall-e-3 gpt-4-turbo openai microsoft ai-product-comparison ai-performance multimodal custom-gpt prompt-engineering ai-integration ai-applicationDiscussion on AI products including Bing AI, ChatGPT, Perplexity AI, and Microsoft Copilot, with focus on performance, integration, and user experiences. Also covers DALL-E 3 access, ChatGPT performance issues, training custom GPTs, and future AI model developments.
- 12/31/2023: Happy New Yeardolphin-2.6-mistral-7b huggingface large-language-models hardware-optimization bias-and-censorship emotional-intelligence model-deployment ai-integration hardware-upgrades local-hardware-limitations model-downloadingThe AI community discusses variations of Dolphin and Mistral models, focusing on hardware and software optimization, bias, censorship, and deployment challenges. They explore emotional intelligence in AI, usability improvements, hardware upgrades, and integration issues with ChromaDB and Autogen. The community also shares insights on model management, local hardware limitations, and downloading models from HuggingFace.
2023
December
- 12/30/2023: Mega List of all LLMslocal-attention-flax deita-v1.0 llama2 wizardslm-13b lucidrains amazon local-attention llm-benchmarking model-merging ai-in-board-games startup-mvp data-contamination graded-modal-types function-calling retrieval-augmented-generation amazon-titanDiscussion of various AI topics including local attention modules, LLM benchmarking, model merging, AI in board games, startup MVPs, and new Amazon LLMs like Titan Text Express and Titan Text Lite. Notable focus on local attention complexity, code, and solutions, as well as community insights on model training and data contamination.