stas00/ml-engineering

Agent skills in the GitHub repository stas00/ml-engineering, each with its code score out of 100.

Machine Learning Engineering Open Book

Repository score

40 / 100 D

Skills

3

Verified

0

Average skill score

49

GitHub stars

19,702

License

CC-BY-SA-4.0

Open stas00/ml-engineering on GitHub

3 skills in this repository

1. evaluate-cluster

   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-…

   67C
2. ml-engineering

   Field-tested methodology and concrete recipes for training and operating large-scale LLM/VLM/multi-modal models end to end - choosing and benchmarking accelerators, storage and ne…

   55C
3. ml-engineering
   25F

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.