Yintao He's starred repositories
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
chatgpt-on-wechat
基于大模型搭建的聊天机器人，同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入，可选择GPT3.5/GPT-4o/GPT4.0/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
paper-reading
深度学习经典、新论文逐段精读
flash-attention
Fast and memory-efficient exact attention
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
Awesome-AITools
Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具，欢迎提交issues 或者pull requests
ucasthesis
LaTeX Thesis Template for the University of Chinese Academy of Sciences
LLMDataHub
A quick guide (especially) for trending instruction finetuning datasets
latex_paper_writing_tips
Tips for Writing a Research Paper using LaTeX
Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
AlpacaDataCleaned
Alpaca dataset from Stanford, cleaned and curated
flashinfer
FlashInfer: Kernel Library for LLM Serving
compiler-and-arch
A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture
llm-analysis
Latency and Memory Analysis of Transformer Models for Training and Inference
instruction-datasets
All available datasets for Instruction Tuning of Large Language Models
transfomers-silicon-research
Research and Materials on Hardware implementation of Transformer Model
awesome-efficient-aigc
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
DynamicOFA
[CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms
SIAM-Chiplet-based-Scalable-In-Memory-Acceleration-with-Mesh-for-Deep-Neural-Networks
A comprehensive tool that allows for system-level performance estimation of chiplet-based In-Memory computing (IMC) architectures.