muennighoff Goto Github PK

alpaca_eval

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

aws-ml

Udacity AWS Machine Learning Course

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.

coursera-dl

Coursera Deep Learning Specialization 2020

cs231n

CS231n at Stanford University

cs50

Computer Science Course taught at Harvard

cs50xai

AI-specialization of CS50

csstemplates

dalle-reproduction

Reproducing OpenAI's DALLE model

dash

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

ds-competitions

Data Science Competitions Course on Coursera by National Research University

fastchat

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

flagembedding

Open-source Embeddings

flan

Provides a minimal implementation to extract FLAN datasets for further processing

gptflavors

hf-translation-benchmark

Benchmark the best translation models out there on Performance, Speed & Memory.

im2txt

Generate Images from Text

jax

kto

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.

matrixshapes

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

megablocks

megatron-deepspeed

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

mnist-algorithms

Comparing simple deep learning models on MNIST - CNN, MLP, VIT

mteb

Massive Text Embedding Benchmark - Internal Development Git

muennighoff.github.io