repoGitLabTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
development-and-operations/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) · 59%How're you deploying LLMs in production now-a-days? What's the best and most affordable way? [D] →
- PossiblePossibly related (embedding) · 56%Evaluate a model properly →
- PossiblePossibly related (embedding) · 55%I mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset) →
- PossiblePossibly related (embedding) · 53%Ask HN: MacBook vs. Dedicated GPU for LLM →
- PossiblePossibly related (embedding) · 51%Are there good closed vs open LLM rankings? Also, are 70B–350B models actually worth it? →
- 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 LLMnewsAre there good closed vs open LLM rankings? Also, are 70B–350B models actually worth it?
Related to
Covers (incoming)
Related across the graph
newsWith 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 LLMnewsAre there good closed vs open LLM rankings? Also, are 70B–350B models actually worth it?tutorialEvaluate a model properly