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

vllm

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

alpaca_eval

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

bigcode-evaluation-harness

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

CS231n

CS231n at Stanford University

CS50

Computer Science Course taught at Harvard

CS50xAI

AI-specialization of CS50

FastChat

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

FlagEmbedding

Open-source Embeddings

gritlm

Generative Representational Instruction Tuning

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

open_lm

A repository for research on medium sized language models.

OpenDevin

🐚 OpenDevin: Code Less, Make More

prompt_semantics

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

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