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
☆16,340Sep 3, 2025Updated 5 months ago
Alternatives and similar repositories for AISystem
Users that are interested in AISystem are comparing it to the libraries listed below
Sorting:
- AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。☆6,130Dec 22, 2025Updated 2 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,755Updated this week
- 《Machine Learning Systems: Design and Implementation》- Chinese Version☆4,764Apr 13, 2024Updated last year
- compiler learning resources collect.☆2,684Mar 19, 2025Updated 11 months ago
- how to optimize some algorithm in cuda.☆2,825Feb 15, 2026Updated 2 weeks ago
- 校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library st…☆3,324Jun 22, 2025Updated 8 months ago
- System for AI Education Resource.☆4,222Oct 25, 2024Updated last year
- 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)☆23,265Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,022Updated this week
- 《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆75,857Jul 30, 2024Updated last year
- 深度学习经典、新论文逐段精读☆32,601Mar 22, 2025Updated 11 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,843Updated this week
- Material for gpu-mode lectures☆5,773Feb 1, 2026Updated last month
- A high-throughput and memory-efficient inference and serving engine for LLMs☆71,234Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,905Updated this week
- My learning notes for ML SYS.☆5,444Jan 30, 2026Updated last month
- Fast and memory-efficient exact attention☆22,361Updated this week
- Ongoing research training transformer models at scale☆15,461Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,706Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,659Updated this week
- FlashInfer: Kernel Library for LLM Serving☆5,009Feb 23, 2026Updated last week
- ☆2,698Jan 16, 2024Updated 2 years ago
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆12,938Updated this week
- Development repository for the Triton language and compiler☆18,501Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,315Updated this week
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程☆28,441Updated this week
- 《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持简 中、繁中、English、日本語,提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现☆122,462Jan 23, 2026Updated last month
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,785Mar 28, 2024Updated last year
- 🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!☆39,822Feb 6, 2026Updated 3 weeks ago
- Transformer related optimization, including BERT, GPT☆6,394Mar 27, 2024Updated last year
- Making large AI models cheaper, faster and more accessible☆41,359Feb 23, 2026Updated last week
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,733Oct 19, 2024Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,919Updated this week
- Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain…☆37,352Nov 10, 2025Updated 3 months ago
- Open Machine Learning Compiler Framework☆13,142Updated this week
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆3,709Jul 25, 2025Updated 7 months ago
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,244Jul 29, 2023Updated 2 years ago
- 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…☆70,122Jan 25, 2026Updated last month
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆65,830Jan 22, 2026Updated last month