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dongnan.cao's Projects

autoawq icon autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

bert icon bert

TensorFlow code and pre-trained models for BERT

chinese-llama-alpaca-2 icon chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

comp90024-project1 icon comp90024-project1

To implement a simple, parallelized application leveraging the University of Melbourne HPC facility SPARTAN.

english-words icon english-words

:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

ffts icon ffts

implementations of fft-like transformations

llm-fp4 icon llm-fp4

The official implementation of the EMNLP 2023 paper LLM-FP4

llm-qat icon llm-qat

Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"

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