pytorch

A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Convert Machine Learning Code Between Frameworks

An open source implementation of CLIP.

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Open3D: A Modern Library for 3D Data Processing

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

A collaboration friendly studio for NeRFs

An open-source NLP research library, built on PyTorch.