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Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

Jupyter Notebook 1,033 63 Updated Jan 7, 2025

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Jupyter Notebook 10,483 1,177 Updated Jan 28, 2025

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

Python 10,746 406 Updated Feb 23, 2025
Jupyter Notebook 416 27 Updated Oct 18, 2024

Competitive Programmer's Handbook

TeX 3,111 362 Updated Aug 1, 2024

A pandoc LaTeX template to convert markdown files to PDF or LaTeX.

Shell 6,409 974 Updated Jan 18, 2025

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Python 2,719 200 Updated Mar 8, 2024

QLoRA: Efficient Finetuning of Quantized LLMs

Jupyter Notebook 10,258 834 Updated Jun 10, 2024

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

Python 5,891 346 Updated Jul 21, 2024

Python 3.8+ toolbox for submitting jobs to Slurm

Python 1,381 131 Updated Sep 18, 2024

Official repo for consistency models.

Python 6,251 421 Updated Mar 22, 2024

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 58,726 5,973 Updated Aug 24, 2024

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

60,594 6,159 Updated Feb 16, 2025

You like pytorch? You like micrograd? You love tinygrad! ❤️

Python 28,097 3,187 Updated Feb 24, 2025

Examples in the MLX framework

Python 6,996 987 Updated Feb 22, 2025

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

JavaScript 48,633 3,570 Updated Aug 18, 2024

Mamba SSM architecture

Python 14,035 1,224 Updated Jan 18, 2025

Puzzles for exploring transformers

Jupyter Notebook 333 27 Updated May 4, 2023

What would you do with 1000 H100s...

Jupyter Notebook 1,003 62 Updated Jan 10, 2024

Solve puzzles. Learn CUDA.

Jupyter Notebook 10,541 820 Updated Sep 1, 2024

Solve puzzles. Improve your pytorch.

Jupyter Notebook 3,432 305 Updated Jul 15, 2024

Inference Llama 2 in one file of pure C

C 18,065 2,200 Updated Aug 6, 2024

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 39,546 6,470 Updated Dec 9, 2024

MLX: An array framework for Apple silicon

C++ 19,243 1,096 Updated Feb 23, 2025

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 38,999 5,839 Updated Feb 24, 2025

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Jupyter Notebook 2,146 305 Updated Nov 20, 2022
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