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Hi, this Haichen! 👋

About Me

  • 🔭 I am currently employed as a software engineer in HPC-AI. My area of expertise lies in the efficient large-scale training of LLMs (large language models).
  • 💪 I am currently devoting myself to democratizing the training of LLMs. See my project Elixir.
  • 🌱 I am currently interested in DL (deep learning) compilers, sparse training, quantization, and other technologies to pump up the use of LLMs on edge devices.
  • 🤔 As I pursue my research career, I am actively seeking out opportunities for research collaborations.

Haichen Huang's Projects

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

deepspeed icon deepspeed

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

lightning icon lightning

Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.

marmot icon marmot

The scripts of the project MARMOT.

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

titans icon titans

A collection of models built with ColossalAI

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