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colossalai

Making large AI models cheaper, faster and more accessible

colossalchat

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

gptq-for-llama

4 bits quantization of LLaMA using GPTQ

hexo-blog

this is the source code for my blog

kgen

Fortran Kernel Generator

lwpf2

Sunway CPE performance tools

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

notes

notes-1

记录平时遇到的一些问题以及基础知识

public_assets

Storing publicly available assets such as images, animations and texts

punasfilter

Source code for the parallel ungapped-alignment-featured seed verification (PUNAS) algorithm for next generation sequence alignment.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

s-aligner-paper

sdu_thesis_template_for_postgraduate

山东大学硕/博士研究生毕业论文模板

spectr

SPECTR is designed to improve the throughput of DNA error correction for Illumina reads. Our design is based on the memory-efficient BLESS algorithm but is optimized towards AVX-512-based CPUs, Xeon Phi many-cores (both KNC and KNL), and heterogeneous compute clusters

swmapper

SWMapper is a read mapper on Sunway architecture

tensornvme

A Python library transfers PyTorch tensors between CPU and NVMe

xbless

xu-kai.github.io