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accelerate

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

apps

APPS: Automated Programming Progress Standard (NeurIPS 2021)

attention_with_linear_biases

Code for our ALiBi method for transformer language models.

automatic_prompt_engineer

awesome-ai-agents

A list of AI autonomous agents

bdmc

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

bitsandbytes

8-bit CUDA functions for PyTorch

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

breeds-benchmarks

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

captum

Model interpretability and understanding for PyTorch

codebert

CodeBERT

codegpt

VSCode extension that allows you to use GPT3 inside the IDE

compound-pcfg

constitutionalharmlessnesspaper

crypten

A framework for Privacy Preserving Machine Learning

dart

differential-privacy-vs-fairness

Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19

differentially-private-deep-learning

This repo implements several algorithms for learning with differential privacy.

differentially-private-fine-tuning-of-language-models

Code for ICLR 2022 submission "Differentially Private Fine-tuning of Language Models".

differentialprivacy

Github pages backend for https://differentialprivacy.org

e2e-metrics

E2E NLG Challenge Evaluation metrics

evals

failure-directions

Distilling Model Failures as Directions in Latent Space

fast-dpsgd

Code for fast dpsgd implementations in JAX/TF

fastchat

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

flash-attention

Fast and memory-efficient exact attention

gem-metrics

Automatic metrics for GEM tasks

gradient-embedding-perturbation

group_dro

Distributionally robust neural networks for group shifts