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

PyTorch native quantization for training and inference

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)

LLM Finetuning with peft

Data manipulation and transformation for audio signal processing, powered by PyTorch

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

Automatic architecture search and hyperparameter optimization for PyTorch

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Machine learning metrics for distributed, scalable PyTorch applications.

Run Mixtral-8x7B models in Colab or consumer desktops

An open source library and framework for deep learning on satellite and aerial imagery.

A toolkit for reproducible reinforcement learning research.

The good ol' Forge WebUI, now updated with new features~

Automated Machine Learning on Kubernetes

An offline deep reinforcement learning library

Synthetic data generators for tabular and time-series data

A Data Streaming Library for Efficient Neural Network Training

OpenMMLab Foundational Library for Training Deep Learning Models

Self-host the powerful Chatterbox TTS model. This server offers a user-friendly Web UI, flexible API endpoints (incl. OpenAI compatible), predefined voices, voice cloning, and large audiobook-scale text processing. Runs accelerated on NVIDIA (CUDA), AMD (ROCm), and CPU.

An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

🩹Editing large language models within 10 seconds⚡

Scalable and memory-optimized training of diffusion models

code for deep learning courses

A JavaScript library like PyTorch, with GPU acceleration.

Portfolio optimization with deep learning.