All tags
Topic: "rate-limiting"
not much happened today
o3 o4-mini gpt-5 sonnet-3.7 gemma-3 qwen-2.5-vl gemini-2.5-pro gemma-7b llama-3-1-405b openai deepseek anthropic google meta-ai-fair inference-scaling reward-modeling coding-models ocr model-preview rate-limiting model-pricing architectural-advantage benchmarking long-form-reasoning attention-mechanisms mixture-of-experts gpu-throughput sama akhaliq nearcyan fchollet reach_vb philschmid teortaxestex epochairesearch omarsar0
OpenAI announced that o3 and o4-mini models will be released soon, with GPT-5 expected in a few months, delayed for quality improvements and capacity planning. DeepSeek introduced Self-Principled Critique Tuning (SPCT) to enhance inference-time scalability for generalist reward models. Anthropic's Sonnet 3.7 remains a top coding model. Google's Gemma 3 is available on KerasHub, and Qwen 2.5 VL powers a new Apache 2.0 licensed OCR model. Gemini 2.5 Pro entered public preview with increased rate limits and pricing announced, becoming a preferred model for many tasks except image generation. Meta's architectural advantage and the FrontierMath benchmark challenge AI's long-form reasoning and worldview development. Research reveals LLMs focus attention on the first token as an "attention sink," preserving representation diversity, demonstrated in Gemma 7B and LLaMa 3.1 models. MegaScale-Infer offers efficient serving of large-scale Mixture-of-Experts models with up to 1.90x higher per-GPU throughput.
o1 destroys Lmsys Arena, Qwen 2.5, Kyutai Moshi release
o1-preview o1-mini qwen-2.5 qwen-plus llama-3-1 deepseek-v2.5 openai anthropic google alibaba deepseek kyutai weights-biases mistral-ai chain-of-thought multimodality model-benchmarking model-performance streaming-neural-architecture llm-observability experiment-tracking rate-limiting sama guillaumelample
OpenAI's o1-preview model has achieved a milestone by fully matching top daily AI news stories without human intervention, consistently outperforming other models like Anthropic, Google, and Llama 3 in vibe check evaluations. OpenAI models dominate the top 4 slots on LMsys benchmarks, with rate limits increasing to 500-1000 requests per minute. In open source, Alibaba's Qwen 2.5 suite surpasses Llama 3.1 at the 70B scale and updates its closed Qwen-Plus models to outperform DeepSeek V2.5 but still lag behind leading American models. Kyutai Moshi released its open weights realtime voice model featuring a unique streaming neural architecture with an "inner monologue." Weights & Biases introduced Weave, an LLM observability toolkit that enhances experiment tracking and evaluation, turning prompting into a more scientific process. The news also highlights upcoming events like the WandB LLM-as-judge hackathon in San Francisco. "o1-preview consistently beats out our vibe check evals" and "OpenAI models are gradually raising rate limits by the day."
1/10/2024: All the best papers for AI Engineers
chatgpt gpt-4 dall-e-3 stable-diffusion deepseek-moe openai deepseek-ai prompt-engineering model-release rate-limiting ethics image-generation moe collaborative-workspaces data-privacy abdubs darthgustav
OpenAI launched the GPT Store featuring over 3 million custom versions of ChatGPT accessible to Plus, Team, and Enterprise users, with weekly highlights of impactful GPTs like AllTrails. The new ChatGPT Team plan offers advanced models including GPT-4 and DALL·E 3, alongside collaborative tools and enhanced data privacy. Discussions around AI-generated imagery favored DALL·E and Stable Diffusion, while users faced rate limit challenges and debated the GPT Store's SEO and categorization. Ethical considerations in prompt engineering were raised with a three-layer framework called 'The Sieve'. Additionally, DeepSeek-MoE was noted for its range of Mixture of Experts (MoE) model sizes. "The Sieve," a three-layer ethical framework for AI, was highlighted in prompt engineering discussions.