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  1. Home
  2. /Repositories
  3. /pubmethod/run-local-ll
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repoGitLabTrust 82 · PrimaryPublished 28d agoLive · 27d ago

pubmethod/run-local-ll

Run Gemma 4 31B with 8-bits quantized version on a 64 GB RAM MacBook Pro

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) · 52%Gemma 4 12B - MLX Kernel →
  • PossiblePossibly related (embedding) · 50%I mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset) →
  • PossiblePossibly related (embedding) · 47%Qualcomm launches GenieX to run LLMs on their Windows Laptops →

Covers

newsGemma 4 12B - MLX KernelnewsI mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset)newsQualcomm launches GenieX to run LLMs on their Windows Laptops

Related across the graph

newsI mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset)newsQualcomm launches GenieX to run LLMs on their Windows LaptopsnewsGemma 4 12B - MLX Kernel
Knowledge path·NI mapped which local LLMs actually fit each RAM tier, 8 to 128GB (open dataset)→NQualcomm launches GenieX to run LLMs on their Windows Laptops→NGemma 4 12B - MLX Kernel→Rpubmethod/run-local-ll

Topics

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Graph trust82Primary