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🤗 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.
🦜🔗 The platform for reliable agents.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Robust Speech Recognition via Large-Scale Weak Supervision
Python tool for converting files and office documents to Markdown.
scikit-learn: machine learning in Python
The world's simplest facial recognition api for Python and the command line
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
Streamlit — A faster way to build and share data apps.
🎨 Diagram as Code for prototyping cloud system architectures
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
aider is AI pair programming in your terminal
Python packaging and dependency management made easy
💫 Industrial-strength Natural Language Processing (NLP) in Python
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.