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📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, Flash-Attention, Paged-Attention, Parallelism, etc. 🎉🎉

3,592 252 Updated Mar 4, 2025

Transformer related optimization, including BERT, GPT

C++ 6,068 899 Updated Mar 27, 2024

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 40,548 6,103 Updated Mar 7, 2025

利用gRPC实现通信的一个C-S模型的分布式文件系统

Python 3 Updated Mar 26, 2020

A curated list of awesome edge AI computing / system research.

19 3 Updated Dec 12, 2024

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

75 7 Updated Jan 8, 2025

本项目分享了中山大学计算机学院本科和研究生阶段的课程资料、笔记、期末考试卷和其他实用的相关资源。希望对同学们的学习有所帮助❤️,如果喜欢记得给个star🌟

Python 1,810 265 Updated Feb 19, 2025

Survey Paper List - Efficient LLM and Foundation Models

241 18 Updated Sep 22, 2024

"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.

Python 33 4 Updated Aug 18, 2023

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力

Python 7,142 1,198 Updated Aug 24, 2022

本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

Jupyter Notebook 6,914 793 Updated Feb 25, 2025

一款优秀的Halo2个人博客主题

HTML 109 19 Updated Jul 17, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 15,950 1,989 Updated Feb 25, 2025

收集大语言模型的学习路径和各种最佳实践

260 29 Updated Mar 19, 2024

基于SpringBoot仿牛客网讨论社区

Java 82 18 Updated Apr 3, 2022
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