TimDettmers

ConvE

Convolutional 2D Knowledge Graph Embeddings resources

sparse_learning

Sparse learning library and sparse momentum resources.

transformer-xl

carbonneutral

Resources to calculate how to become a carbon neutral lab.

spodernet

NLP

sched

Schedule GPU jobs over ssh.

bitsandbytes-docs

Library for 8-bit optimizers and quantization routines.

accelerate

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

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch or Tensorflow.

bashmagic

tracker

Tracks time on active windows and other productivity stats.

transformers_private

clusterNet2

Scientific Deep Learning and NLP software for GPU clusters

alttab-vim

Vim like selection of applications and windows for unix

bibtex

Bibtex entries for my papers.

blog-1

Public repo for HF blog posts

cmu-catalyst.github.io

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

hotpot

jiant

jiant is an nlp toolkit

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

redisk

rtx_benchmarks

NLP Benchmarks for RTX GPUs.

ScholarQABench

This repository contains ScholarQABench data and evaluation pipeline.

sglang

SGLang is a fast serving framework for large language models and vision language models.

slides

Slides from varies talks.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

transformers

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