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Train transformer language models with reinforcement learning.

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Efficient few-shot learning with Sentence Transformers

Notebooks using the Hugging Face libraries 🤗

Course materials for introductory data science

Deep learning for particle physicists

Practical machine learning for physicists

Train the smallest LM you can that fits in 16MB. Best model wins!

A curated list of resources dedicated to Reinforcement Learning from Human Feedback (RLHF).

A Hugging Face Space to compare various dialogue-prompted language models

NLP experiments with Transformers

Lagrangian neural networks

Efficient Triton Kernels for LLM Training

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

verl: Volcano Engine Reinforcement Learning for LLMs

Adventures in topological machine learning with giotto-tda

🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas

Inspect: A framework for large language model evaluations

A high-throughput and memory-efficient inference and serving engine for LLMs

A lightweight, local-first, and free experiment tracking Python library built on top of 🤗 Datasets and Spaces.

Code accompanying the paper Pretraining Language Models with Human Preferences

A high performance topological machine learning toolbox in Python

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

A PyTorch-based Speech Toolkit

Graph Neural Network Library for PyTorch

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Machine learning on source code for the Rocket platform

Enterprise Scale NLP with Hugging Face & SageMaker Workshop series

Client library to download and publish models and other files on the huggingface.co hub

Collection of evals for Inspect AI

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The agent that grows with you

Always know what to expect from your data.

An interface library for RL post training with environments.

labbench2

A scalable asynchronous reinforcement learning implementation with in-flight weight updates.

PyTorch-native post-training at scale

Multilingual Sentence & Image Embeddings with BERT

Satellite Optical Flow with machine learning models

CodeGeeX: A Multilingual Code Generative Model

Go ahead and axolotl questions

Create delightful python projects using Jupyter Notebooks

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

A framework for few-shot evaluation of language models.

The official evaluation suite and dynamic data release for MixEval.

Build interactive, publication-quality documents from Jupyter Notebooks

Official repository for ORPO

The official implementation of Self-Play Fine-Tuning (SPIN)

⚗️ AI Feedback framework for scalable LLM alignment

Google Research

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

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Code and documentation to train Stanford's Alpaca models, and generate the data.

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Failure archive for ChatGPT and similar models

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

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Experiments with generating opensource language model assistants

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Notebooks and materials for the Fribourg Machine Learning Meetup

Aligning pretrained language models with instruction data generated by themselves.

⚡ Building applications with LLMs through composability ⚡

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The Hugging Face course

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

Automatic metrics for GEM tasks

A community dedicated to supporting tools for technical and scientific communication and interactive computing

INPUT Research Meetings

Open standard for machine learning interoperability

Advent of Code 2021, in Rust

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Self-Supervised Speech Pre-training and Representation Learning Toolkit.

A Streamlit app to add structured tags to the datasets

A question-answering dataset with a focus on subjective information

Irregular posts on machine learning, physics, and topology

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more!

Prune a model while finetuning or training.

Evidence-based QA system for community question answering.

UDA(Unsupervised Data Augmentation) implemented by pytorch

FastFormers - highly efficient transformer models for NLU

The fastai book, published as Jupyter Notebooks

Create publication-quality books from Jupyter notebooks

package for ATOL: Automatic Topologically-Oriented Learning

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🤓 user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code. Full Paper presented at Learning Analytics & Knowledge 2019 Conference in AZ, USA

A lightweight book theme built off of the pydata sphinx theme

🐫 Convert strings (and dictionary keys) between snake case, camel case and pascal case in Python. Inspired by Humps for Node

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Predict scalar coupling in molecules

Python code for corresponding blog post on Towards Data Science

How to detect stock market crashes with topology.

Python best practices project cookiecutter 🍪

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

Calculates supersymmetric particle spectra

Attempts to solve the Pommerman challenge

The fastai deep learning library, plus lessons and tutorials

Assignments for CS294-112.