stas00

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Stas Bekman stas00

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Toolmaker. Author. Software creator, optimizer and harmonizer. Makes things work. Current domains: LLM/Training/Inference/Scalability/Machine Learning

2.5k followers · 7 following

Stasosphere Online Inc. /
BC, Canada
https://stasosphere.com/machine-learning/
@StasBekman

Achievements

Achievements

stas00/README.md

My repositories map

✔ Free Books: ML Engineering | The Art of Debugging | Stas' Python Cookbook

✔ Applications: ipyexperiments

✔ Tools and Cheatsheets: bash | conda | git | jupyter-notebook | make | python | tensorboard | unix

✔ Other Machine Learning: ML ways | Porting

Stats

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ml-engineering ml-engineering Public

Machine Learning Engineering Open Book

Python 18.2k 1.2k
porting porting Public

Helper scripts and notes that were used while porting various nlp models

Jupyter Notebook 51 6
the-art-of-debugging the-art-of-debugging Public

The Art of Debugging Open Book

Python 1.5k 86
git-tools git-tools Public

helper git tools

Shell 13 1
ipyexperiments ipyexperiments Public

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

Jupyter Notebook 235 14
ml-ways ml-ways Public

ML/DL Math and Method notes

Jupyter Notebook 67 9