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Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 87,796 23,570 Updated Mar 12, 2025

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 37,338 4,290 Updated Mar 11, 2025

πŸš€ A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Python 8,461 1,047 Updated Mar 11, 2025

πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 141,014 28,245 Updated Mar 11, 2025

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 πŸ“ and reasoning techniques.

6,561 364 Updated Mar 12, 2025

Official implementation of "OffsetBias: Leveraging Debiased Data for Tuning Evaluators"

Python 22 1 Updated Sep 11, 2024

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

CSS 1,333 198 Updated Mar 25, 2020

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Python 22,815 3,624 Updated Jul 28, 2024

Companion webpage to the book "Mathematics For Machine Learning"

Jupyter Notebook 13,820 2,518 Updated Jan 15, 2024

Unsupervised Data Augmentation (UDA)

Python 2,187 313 Updated Aug 28, 2021

Abseil Common Libraries (Python)

Python 2,334 253 Updated Mar 11, 2025

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Jupyter Notebook 7,558 3,808 Updated Jan 8, 2025

πŸ‘©β€πŸ’»πŸ‘¨β€πŸ’» Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

JavaScript 41,828 6,372 Updated Aug 24, 2024

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Jupyter Notebook 10,251 2,215 Updated Jan 3, 2024

A Linux desktop featuring a traditional layout, built from modern technology and introducing brand new innovative features.

JavaScript 4,743 772 Updated Mar 11, 2025

Tail Call Optimization for Python

Python 238 3 Updated Oct 12, 2016