Howie Tien's repositories
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-cto
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
Awesome-LLM-KG
Awesome papers about unifying LLMs and KGs
awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Computer-Science-Textbooks
Collect some CS textbooks for learning.
DGFraud
A Deep Graph-based Toolbox for Fraud Detection
engineering-blogs
A curated list of engineering blogs
ggml
Tensor library for machine learning
graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
hack-SysML
The road to hack SysML and become an system expert
lectures
Material for cuda-mode lectures
Linly
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
ML-study
自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享
omnisafe
OmniSafe is an infrastructural framework for accelerating SafeRL research.
openchat
OpenChat: Advancing Open-source Language Models with Imperfect Data
papers-notebook
:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)
pykrylov-datastorm
pykrylov-datastorm
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
the-algorithm
Source code for Twitter's Recommendation Algorithm
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
trt-samples-for-hackathon-cn
Simple samples for TensorRT programming