31 open source projects by huggingface

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

✨Fast Coreference Resolution in spaCy with Neural Networks

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

Notebooks using the Hugging Face libraries 🤗

Public repo for HF blog posts

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

A simple way to train and use NLP models with multi-GPU, TPU, mixed-precision

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

🦄 State-of-the-Art Conversational AI with Transfer Learning

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

Datasets for Deep learning Personas

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

🔥The Web-scale GUI for MongoDB

A generic library for crafting adversarial NLP examples - WIP

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Fast Block Sparse Matrices for Pytorch

🚀100 Times Faster Natural Language Processing in Python - iPython notebook

Fast and production-ready question answering in Node.js

🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically

Materials for workshops on the Hugging Face ecosystem

RASA wrapper for HMTL: Hierarchical Multi-Task Learning

🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Viewer for the 🤗 datasets library.

🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

Prune a model while finetuning or training.

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A Streamlit app to add structured tags to a dataset card