Lowaltitudeflight / local-llm-tuning-guide
git clone https://github.com/Lowaltitudeflight/local-llm-tuning-guide.git
A decision library for running local LLMs on multi-GPU machines without NVLink: parallelism, communication, quantization, speculative decoding, KV cache. Every conclusion carries its evidence grade and reproducible conditions.
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LanguagePython
LicenseMIT
Created2026-10-16 (22d ago)
Last push3d ago
OwnerUser
GitHub topics
benchmarkingdecision-guidegpu-servinginference-optimizationkv-cachellmllm-deploymentllmopslocal-llmmodel-parallelismmulti-gpunvidianvlinkpcieperformance-tuningquantizationself-hostedspeculative-decodingtensor-parallelismvllm
Links
- GitHub: github.com/Lowaltitudeflight/local-llm-tuning-guide
- Homepage: https://lowaltitudeflight.github.io/local-llm-tuning-guide/
- Releases · Issues · Hacker News mentions
README
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