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Hugging Face - Documentation
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Documentations
Hub
Host Git-based models, datasets and Spaces on the Hugging Face Hub.
Transformers
State-of-the-art ML for Pytorch, TensorFlow, and JAX.
Diffusers
State-of-the-art diffusion models for image and audio generation in PyTorch.
Datasets
Access and share datasets for computer vision, audio, and NLP tasks.
Gradio
Build machine learning demos and other web apps, in just a few lines of Python.
Hub Python Library
Client library for the HF Hub: manage repositories from your Python runtime.
Huggingface.js
A collection of JS libraries to interact with Hugging Face, with TS types included.
Transformers.js
Community library to run pretrained models from Transformers in your browser.
Inference API (serverless)
Experiment with over 200k models easily using the serverless tier of Inference Endpoints.
Inference Endpoints (dedicated)
Easily deploy models to production on dedicated, fully managed infrastructure.
PEFT
Parameter efficient finetuning methods for large models.
Accelerate
Easily train and use PyTorch models with multi-GPU, TPU, mixed-precision.
Optimum
Fast training and inference of HF Transformers with easy to use hardware optimization tools.
AWS Trainium & Inferentia
Train and Deploy Transformers & Diffusers with AWS Trainium and AWS Inferentia via Optimum.
Tokenizers
Fast tokenizers, optimized for both research and production.
Evaluate
Evaluate and report model performance easier and more standardized.
Tasks
All things about ML tasks: demos, use cases, models, datasets, and more!
Dataset viewer
API to access the contents, metadata and basic statistics of all Hugging Face Hub datasets.
TRL
Train transformer language models with reinforcement learning.
Amazon SageMaker
Train and Deploy Transformer models with Amazon SageMaker and Hugging Face DLCs.
timm
State-of-the-art computer vision models, layers, optimizers, training/evaluation, and utilities.
Safetensors
Simple, safe way to store and distribute neural networks weights safely and quickly.
Text Generation Inference
Toolkit to serve Large Language Models.
AutoTrain
AutoTrain API and UI.
Text Embeddings Inference
Toolkit to serve Text Embedding Models.
Competitions
Create your own competitions on Hugging Face.
Bitsandbytes
Toolkit to optimize and quantize models.
Sentence Transformers
Multilingual Sentence & Image Embeddings
Google TPUs
Deploy models on Google TPUs via Optimum.
Chat UI
Open source chat frontend, powers the HuggingChat app.
Leaderboards
Create your own Leaderboards on Hugging Face.
Argilla
Collaboration tool for AI engineers and domain experts who need to build high quality datasets.
Distilabel
The framework for synthetic data generation and AI feedback.
Google Cloud
Train and Deploy Transformer models with Hugging Face DLCs on Google Cloud.
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