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Dacheng Li's Projects

ac-sgd icon ac-sgd

Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.

amp icon amp

(NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.

crypten icon crypten

A framework for Privacy Preserving Machine Learning

deepspeed icon deepspeed

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

fastchat icon fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

longchat icon longchat

Official repository for LongChat and LongEval

lookup icon lookup

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

mlc-llm icon mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

mmf icon mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

mpcformer icon mpcformer

(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC

transformers icon transformers

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

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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