lzzmm

DTC-SpMM_ASPLOS24

desigen

Official code for paper: Desigen: A Pipeline for Controllable Design Template Generation [CVPR'24]

BitDistiller

[ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.

Megatron-DeepSpeed

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

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

line_profiler

Line-by-line profiling for Python

cutlass

CUDA Templates for Linear Algebra Subroutines

Awesome-LLM-Prune

Awesome list for LLM pruning.

RedBird3D

3D model for HKUST Redbird (Sundial)

HKUST-GZ-MPhil-PQA-Template

Latex template for MPhil PQA at HKUST-GZ

DeepSpeed

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

Awesome_LLM_System-PaperList

Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of papers on accelerating LLMs, currently focusing mainly on inference acceleration, and related works will be gradually added in the future. Welcome contributions!

extension-script

Example repository for custom C++/CUDA operators for TorchScript

Megatron-LM

Ongoing research training transformer models at scale

LLMs-Works-View

Focus on Current Works and Surveys in LLMs and its Application

FasterTransformer

Transformer related optimization, including BERT, GPT

sputnik

A library of GPU kernels for sparse matrix operations.

Jike-crawl

Crawl and save posts, notifications, collections and other personal data from web.okjike.com

LingLang

🎈 玲珑语言。静态编译型语言，无VM。

SYsU-lang

A mini, simple and modular compiler lab for SYsU/SysY(tiny C). Based on Clang/LLVM/ANTLR4/Bison/Flex.

lzzmm.github.io

炸毛的秘密基地