All tags
Model: "llama-8b"
Meta Apollo - Video Understanding up to 1 hour, SOTA Open Weights
apollo-1b apollo-3b apollo-7b veo-2 imagen-3 llama-3-70b llama-3b command-r7b llama-1b llama-8b chatgpt meta-ai-fair hugging-face google-deepmind openai figure-ai klarna cohere notion video-understanding scaling-consistency benchmarking temporal-ocr egocentric-perception spatial-perception reasoning video-generation physics-simulation voice-features map-integration language-expansion test-time-compute-scaling humanoid-robots ai-integration search-optimization self-recognition self-preference-bias akhaliq _lewtun clementdelangue adcock_brett rohanpaul_ai swyx shaneguML
Meta released Apollo, a new family of state-of-the-art video-language models available in 1B, 3B, and 7B sizes, featuring "Scaling Consistency" for efficient scaling and introducing ApolloBench, which speeds up video understanding evaluation by 41× across five temporal perception categories. Google Deepmind launched Veo 2, a 4K video generation model with improved physics and camera control, alongside an enhanced Imagen 3 image model. OpenAI globally rolled out ChatGPT search with advanced voice and map features and discussed a potential $2,000/month "ChatGPT Max" tier. Research highlights include achieving Llama 70B performance using Llama 3B via test-time compute scaling and expanding Command R7B language support from 10 to 23 languages. Industry updates feature Figure AI delivering humanoid robots commercially and Klarna reducing workforce through AI. Notion integrated Cohere Rerank for better search. Studies reveal LLMs can recognize their own writing style and show self-preference bias. Discussions note video processing progress outpacing text due to better signal-per-compute and data evaluation.
Mini, Nemo, Turbo, Lite - Smol models go brrr (GPT4o-mini version)
gpt-4o-mini deepseek-v2-0628 mistral-nemo llama-8b openai deepseek-ai mistral-ai nvidia meta-ai-fair hugging-face langchain keras cost-efficiency context-windows open-source benchmarking neural-networks model-optimization text-generation fine-tuning developer-tools gpu-support parallelization cuda-integration multilinguality long-context article-generation liang-wenfeng
OpenAI launched the GPT-4o Mini, a cost-efficient small model priced at $0.15 per million input tokens and $0.60 per million output tokens, aiming to replace GPT-3.5 Turbo with enhanced intelligence but some performance limitations. DeepSeek open-sourced DeepSeek-V2-0628, topping the LMSYS Chatbot Arena Leaderboard and emphasizing their commitment to contributing to the AI ecosystem. Mistral AI and NVIDIA released the Mistral NeMo, a 12B parameter multilingual model with a record 128k token context window under an Apache 2.0 license, sparking debates on benchmarking accuracy against models like Meta Llama 8B. Research breakthroughs include the TextGrad framework for optimizing compound AI systems via textual feedback differentiation and the STORM system improving article writing by 25% through simulating diverse perspectives and addressing source bias. Developer tooling trends highlight LangChain's evolving context-aware reasoning applications and the Modular ecosystem's new official GPU support, including discussions on Mojo and Keras 3.0 integration.