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Starred repositories
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
A high-throughput and memory-efficient inference and serving engine for LLMs
scikit-learn: machine learning in Python
Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Developer-first error tracking and performance monitoring
aider is AI pair programming in your terminal
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.
The official Python library for the OpenAI API
Data Apps & Dashboards for Python. No JavaScript Required.
The official Python SDK for Model Context Protocol servers and clients
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
The interactive graphing library for Python ✨
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWA…
🚀 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
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.5, GPT-OSS, Llama, and more!
🐍 The official Python client library for Google's discovery based APIs.
The source code that powers readthedocs.org
AlphaFold 3 inference pipeline.