🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Robust Speech Recognition via Large-Scale Weak Supervision

Deep Learning for humans

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

Inference code for Llama models

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Making large AI models cheaper, faster and more accessible

TensorFlow code and pre-trained models for BERT

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

Python Development Workflow for Humans.

State-of-the-art 2D and 3D Face Analysis Project

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Faker is a Python package that generates fake data for you.

DSPy: The framework for programming—not prompting—foundation models

🔍 AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your da…

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

State-of-the-Art Text Embeddings

Image augmentation for machine learning experiments.

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

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

Serverless Python

tiktoken is a fast BPE tokeniser for use with OpenAI's models.