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Company: "sakana"
not much happened today
claude-fable-5 muse-image muse-video audex anthropic langchain google meta-ai-fair nvidia cohere weaviate agent-design background-execution task-management human-in-the-loop agentic-generation reinforcement-learning model-scaling moe context-windows audio-processing video-generation image-generation open-source model-release mikeyk kimmonismus lilian_weng sakana _philschmid officiallogank dimillian reach_vb teknuim victorialslocum omarsar0 alexandr_wang _tim_brooks
Anthropic expanded the "background agent" UX with Claude Cowork for mobile and web, emphasizing task-running background teammates. They also extended access to Claude Fable 5 on paid plans. The concept of a harness in agent design gained traction, highlighted by Lilian Weng and echoed by LangChain with a new Deep Agents course and open-source project. Google's Gemini API Managed Agents introduced features like background execution and custom function calling. Operator-facing agent infrastructure saw updates from Codex Mobile iOS, Hermes Agent with 1Password integration, and Weaviate 1.38 enabling runtime-gated write access. Experimentation with human-in-the-loop control via phone/SMS was noted. In model releases, Meta AI launched Muse Image and previewed Muse Video, featuring an agentic generation loop with planning, web search, and self-refinement, achieving top ranks on Image and Video Arena. NVIDIA released Audex, a 30B parameter MoE model with 1M context for unified text and audio tasks.
Welcome /r/LocalLlama!
cerebrum-8x7b mixtral-7b gpt-3.5-turbo gemini-pro moistral-11b-v1 claude-opus qwen-vl-chat sakana openinterpreter reddit aether-research mistral-ai nvidia lmdeploy model-merging benchmarking quantization performance-optimization deployment vision fine-tuning training-data synthetic-data rag gui
Sakana released a paper on evolutionary model merging. OpenInterpreter launched their O1 devkit. Discussions highlight Claude Haiku's underrated performance with 10-shot examples. On Reddit's IPO, AINews introduces Reddit summaries starting with /r/LocalLlama, covering upcoming subreddits like r/machinelearning and r/openai. Aether Research released Cerebrum 8x7b based on Mixtral, matching GPT-3.5 Turbo and Gemini Pro on reasoning tasks, setting a new open-source reasoning SOTA. Moistral 11B v1 finetuned model from Cream-Phi-2 creators was released. A creative writing benchmark uses Claude Opus as judge. Hobbyists explore 1.58 BitNet ternary quantization and 1-bit LLMs training. Nvidia's Blackwell (h200) chip supports FP4 precision quantization. LMDeploy v0.2.6+ enables efficient vision-language model deployment with models like Qwen-VL-Chat. Users seek GUIs for LLM APIs with plugin and RAG support. Pipelines for synthetic training data generation and fine-tuning language models for chat are discussed.