Muennighoff

sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

vilio

🥶Vilio: State-of-the-art VL models in PyTorch & PaddlePaddle

FLAN

Provides a minimal implementation to extract FLAN datasets for further processing

ytclipcc

Create Captions for any YouTube Clip using Wav2Vec2

promptsource

Toolkit for creating, sharing and using natural language prompts.

kto

matrixshapes

Language modelling task to infer shapes of matrices - One of the most difficult tasks for models like GPT-3, GPT-J

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

FastChat

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

prompt_semantics

This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”

beida

bigcode-evaluation-harness

A framework for the evaluation of autoregressive code generation language models.

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

CS231n

CS231n at Stanford University

CS50

Computer Science Course taught at Harvard

CS50xAI

AI-specialization of CS50

gritlm

Generative Representational Instruction Tuning

HALOs

A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).

licensed-pile

Repo to hold code and track issues for the collection of permissively licensed data

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

megablocks

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mteb

Massive Text Embedding Benchmark - Internal Development Git

Muennighoff.github.io

open-instruct

pinyin2hanzi

转换拼音到汉字用Hidden Markov Model和Viterbi算法

scripts-public

t-zero

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

transformers

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

udacity-dl

Udacity Deep-Learning Nanodegree 2020