stas00/ml-engineering

Machine Learning Engineering Open Book

About the project

Machine Learning Engineering Open Book is a technical collection of methods, tools, scripts, and instructions for training, fine-tuning, and running large language and multimodal models. It is intended for engineers and operators working with model training and inference. The catalogue contains one skill for working with this material.

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ml-engineering

01

stas00/ml-engineering

Skill Claude CodeCodex

This file moved to skills/ml-engineering/SKILL.md.

not rated 20k +98 changed 14d ago A 0 tokens CC-BY-SA-4.0

evaluate-cluster

02

stas00/ml-engineering

Skill Claude CodeCodex

Evaluates an ML GPU cluster for a cloud trial or acceptance test: environment dump, isolated newest PyTorch, matmul FLOPS (MAMF/MSMF) on every GPU while the others compute, intra-node all-reduce bandwidth and per-call latency of every collective, the same inter-node on every node you were given (omit those sections if…

not rated 20k +98 changed 7d ago B 144 tokens CC-BY-SA-4.0