LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
☆882Jul 2, 2026Updated last week
Alternatives and similar repositories for llm_note
Users that are interested in llm_note are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A light llama-like llm inference framework based on the triton kernel.☆188Jan 5, 2026Updated 6 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,461Updated this week
- 深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。☆521May 10, 2026Updated last month
- how to optimize some algorithm in cuda.☆3,126Updated this week
- 校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。☆549Oct 28, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题☆14,664Jun 14, 2026Updated 3 weeks ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,381Jun 23, 2026Updated 2 weeks ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆119Jul 11, 2025Updated 11 months ago
- ☆154Jul 4, 2025Updated last year
- 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…☆3,455Jun 22, 2025Updated 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）☆24,649Jul 1, 2026Updated last week
- 企业级RAG系统从入门到精通☆701Jun 25, 2025Updated last year
- Material for gpu-mode lectures☆6,282Jun 15, 2026Updated 3 weeks ago
- My learning notes for ML SYS.☆6,665Jun 28, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 使用 CUDA C++ 实现的 llama 模型推理框架☆64Nov 8, 2024Updated last year
- ☆51Mar 4, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,896Updated this week
- CUDA 算子手撕与面试指南☆1,027Aug 23, 2025Updated 10 months ago
- 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☆17,169Sep 3, 2025Updated 10 months ago
- A self-learning tutorail for CUDA High Performance Programing.☆1,037Jan 14, 2026Updated 5 months ago
- learning how CUDA works☆393Mar 3, 2025Updated last year
- compiler learning resources collect.☆2,757May 20, 2026Updated last month
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,152Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Puzzles for learning Triton, play it with minimal environment configuration!☆726Mar 17, 2026Updated 3 months ago
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,815Mar 15, 2026Updated 3 months ago
- how to learn PyTorch and OneFlow☆502May 20, 2026Updated last month
- FlagGems is an operator library for large language models implemented in the Triton Language.☆1,044Updated this week
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,323Jul 29, 2023Updated 2 years ago
- 🤖FFPA: Extends FlashAttention-2 via Split-D for large headdims, 1.5x~3×↑🎉 vs SDPA, up to 430T🎉 on H200.☆315Jun 29, 2026Updated last week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,749Updated this week
- Materials for learning SGLang☆852Jan 5, 2026Updated 6 months ago
- 该系列的目的是让读者可以在基础的pytorch上，不依赖任何其他现成的外部库，从零开始理解并实现一个大语言模型的所有组成部分，以及训练微调代码，因此读者仅需python，pytorch和最基础深度学习背景知识即可。☆386Aug 28, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆44Dec 11, 2023Updated 2 years ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆29,914Updated this week
- 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.☆8,659Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆656Sep 11, 2024Updated last year
- flash attention tutorial written in python, triton, cuda, cutlass☆527Jan 20, 2026Updated 5 months ago
- Quantize yolov5 using pytorch_quantization.🚀🚀🚀☆15Oct 24, 2023Updated 2 years ago
- 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。☆7,540Dec 22, 2025Updated 6 months ago