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A unified, comprehensive and efficient recommendation library

LLM training code for Databricks foundation models

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

Scalable and user friendly neural :brain: forecasting algorithms.

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

A retargetable MLIR-based machine learning compiler and runtime toolkit.

A highly efficient implementation of Gaussian Processes in PyTorch

The official CLI and Python client for the Hugging Face Hub.

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

AI Infra / AI Orchestration / AI Control Plane

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

Run PyTorch LLMs locally on servers, desktop and mobile

Models, data loaders and abstractions for language processing, powered by PyTorch

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Fast, flexible and easy to use probabilistic modelling in Python.

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

Accelerated deep learning R&D

Build a modern LLM from scratch. Every line commented. Explained like we are five.

GeoAI: Artificial Intelligence for Geospatial Data

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

High-performance inference framework for large language models, focusing on efficiency, flexibility, and availability.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

PyTorch native quantization for training and inference