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Sun's Projects

asdfghjkl icon asdfghjkl

ASDL: Automatic Second-order Differentiation (for Fisher, Gradient covariance, Hessian, Jacobian, and Kernel) Library

deepspeed icon deepspeed

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

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

img2dataset icon img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

magma icon magma

MAGMA - a GPT-style multimodal model that can understand any combination of images and language. NOTE: The freely available model from this repo is only a demo. For the latest multimodal and multilingual models from Aleph Alpha check out our website https://app.aleph-alpha.com

mergekit icon mergekit

Tools for merging pretrained large language models.

redpajama-data icon redpajama-data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

slimevolleygym icon slimevolleygym

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

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