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Thinking Machines Lab's second-generation model is on Tinker now with closed weights; Artificial Analysis says it would top open models outside China if weights ship.
audiotale.net team6 min read
Moonshot has published the weights of its 2.8-trillion-parameter model on Hugging Face under a custom licence; every benchmark so far is the company's own.
audiotale.net team6 min read
The benchmark's biggest update adds FrontierCode 2.0 and Terminal-Bench-Science, moves 60% of the index to private tests, and shows cost per task varying 13x.
audiotale.net team7 min read
A step-by-step guide to running an open-weight model on your own computer: what GGUF is, how quantization sets memory needs, and the Ollama and llama.cpp commands.
audiotale.net team6 min read
A plain explanation of the LLM KV cache, prefill versus decode, paging, and how a sizing mismatch let one user's data reach another in a recent incident.
audiotale.net team6 min read
OpenAI's new mid-tier model targets computer use and everyday agentic coding at half Sol's price; the benchmark numbers are OpenAI's own.
audiotale.net team6 min read
A step-by-step guide to prefix caching for LLM requests: what it costs, where to put breakpoints, what breaks it, and how to measure your hit rate.
audiotale.net team7 min read
The US lab says its mixture-of-experts coding and agent model is now downloadable, but every benchmark so far is its own.
audiotale.net team5 min read