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/Retrieval/RAG/Scalability/Machine Learning

1.5k followers · 6 following

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

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stas00/README.md

My repositories map

✔ Machine Learning: ML Engineering | ML ways | Porting

✔ Guides: The Art of Debugging

✔ Applications: ipyexperiments

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

Stats

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ml-engineering ml-engineering Public

Machine Learning Engineering Open Book

Python 10.3k 617
porting porting Public

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

Jupyter Notebook 44 6
the-art-of-debugging the-art-of-debugging Public

The Art of Debugging

C 763 31
git-tools git-tools Public

helper git tools

Shell 7
ipyexperiments ipyexperiments Public

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

Jupyter Notebook 201 13
ml-ways ml-ways Public

ML/DL Math and Method notes

Jupyter Notebook 53 9