repoGitLabTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
Ryan-Adams57/model-fit
Terminal tool that ranks which LLMs can realistically run on your machine based on RAM, CPU, and GPU.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 55%How're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D] →
- PossiblePossibly related (embedding) · 55%I mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset) →
- PossiblePossibly related (embedding) · 51%Ask HN: MacBook vs. Dedicated GPU for LLM →
- PossiblePossibly related (embedding) · 51%Evaluate a model properly →
- PossiblePossibly related (embedding) · 50%OpenAI and Broadcom announce chip designed for LLM inference at scale →
- PossiblePossibly related (embedding) · 61%Please join r/LowEndLocalAI, a community for running local LLMs on low spec hardware →
- PossiblePossibly related (embedding) · 45%With all the Kimi drama I feel like I want to download all the current best models in case there is a ridiculous knee jerk political move pulled →
- PossiblePossibly related (embedding) · 55%Best Local LLMs You Can Run on a Single 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared - MarkTechPost →
Covers
newsHow're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D]newsI mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset)newsAsk HN: MacBook vs. Dedicated GPU for LLMnewsOpenAI and Broadcom announce chip designed for LLM inference at scale
Related to
Covers (incoming)
newsPlease join r/LowEndLocalAI, a community for running local LLMs on low spec hardwarenewsWith all the Kimi drama I feel like I want to download all the current best models in case there is a ridiculous knee jerk political move pullednewsBest Local LLMs You Can Run on a Single 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared - MarkTechPost
Related across the graph
newsOpenAI and Broadcom announce chip designed for LLM inference at scalenewsWith all the Kimi drama I feel like I want to download all the current best models in case there is a ridiculous knee jerk political move pullednewsI mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset)newsBest Local LLMs You Can Run on a Single 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared - MarkTechPostnewsHow're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D]newsAsk HN: MacBook vs. Dedicated GPU for LLMtutorialEvaluate a model properlynewsPlease join r/LowEndLocalAI, a community for running local LLMs on low spec hardware