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8 stars written in Jupyter Notebook
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llama3 implementation one matrix multiplication at a time

Jupyter Notebook 14,205 1,164 Updated May 23, 2024

Material for gpu-mode lectures

Jupyter Notebook 3,829 389 Updated Feb 9, 2025

OneDiff: An out-of-the-box acceleration library for diffusion models.

Jupyter Notebook 1,822 123 Updated Jan 13, 2025

What would you do with 1000 H100s...

Jupyter Notebook 1,006 62 Updated Jan 10, 2024

Llama from scratch, or How to implement a paper without crying

Jupyter Notebook 545 50 Updated May 29, 2024

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Jupyter Notebook 476 115 Updated Feb 9, 2024

Visualize hnsw, faiss and other anns index

Jupyter Notebook 421 35 Updated Mar 7, 2023

ML/DL Math and Method notes

Jupyter Notebook 58 9 Updated Dec 2, 2023