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LLM/MLOps/LLMOps

HTML 64 11 Updated Sep 11, 2024

LeetCode高频题目,包含学习整理的文章和刷题模板,参考宫水三叶博主、《算法(第四版)》、《算法导论》和《Hello 算法》等技术书籍

Java 90 14 Updated Sep 9, 2024

Running large language models on a single GPU for throughput-oriented scenarios.

Python 9,256 556 Updated Oct 28, 2024

✨✨Latest Advances on Multimodal Large Language Models

13,459 855 Updated Jan 6, 2025

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 57,795 5,895 Updated Aug 24, 2024

Awesome-LLM: a curated list of Large Language Model

20,509 1,674 Updated Jan 10, 2025

A curated list of awesome online courses about Large Langage Models (LLMs)

129 6 Updated Oct 8, 2024

📖A curated list of Awesome LLM/VLM Inference Papers with codes, such as FlashAttention, PagedAttention, Parallelism, etc. 🎉🎉

3,169 213 Updated Jan 8, 2025

A PyTorch native library for large model training

Python 3,022 240 Updated Jan 10, 2025

LLM training in simple, raw C/CUDA

Cuda 24,997 2,847 Updated Oct 2, 2024

Material for gpu-mode lectures

Jupyter Notebook 3,442 347 Updated Jan 6, 2025

Ongoing research training transformer models at scale

Python 11,061 2,473 Updated Jan 10, 2025

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 12,733 1,401 Updated Jan 4, 2025

深度学习经典、新论文逐段精读

27,760 2,481 Updated Nov 17, 2024

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Python 8,568 1,507 Updated Jan 10, 2025

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

TypeScript 58,090 8,607 Updated Jan 10, 2025

AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Jupyter Notebook 11,871 1,721 Updated Jan 2, 2025

利用LLM构建应用实践笔记

Python 663 44 Updated Nov 29, 2024

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

Python 758 299 Updated May 27, 2024

『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)

Python 1,090 753 Updated Aug 19, 2024

📚 使用 GPT 机翻的双语书籍(不定期更新)

28 3 Updated Jul 7, 2023

:atom: [WIP] 整理过去的分享,从零开始的Kubernetes攻防 🧐

Shell 2,968 458 Updated Jul 20, 2024

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)【安全加固,暂停交互,请耐心等待】

Python 12,777 2,075 Updated Aug 7, 2024

Cloud-native way to provide elastic Jupyter Notebooks on Kubernetes. Run remote kernels, natively.

Go 197 29 Updated Mar 24, 2022

❤️中国科学技术大学计算机学院课程资源备份,最新的请查看--->

C++ 166 67 Updated Feb 23, 2019

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

Dockerfile 68,521 8,792 Updated Dec 19, 2024

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems …

Shell 5,382 1,488 Updated Mar 6, 2024

Grokking the System Design Interview Course

1,299 594 Updated Aug 9, 2021
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