LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
☆896Aug 19, 2026Updated 2 months ago
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:
- RapidLLM is an LLM inference framework with continuous batching, tensor and data parallelism, quantized weights, and with pluggable Trito…☆197Oct 10, 2026Updated 3 weeks ago
- 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。☆532Aug 31, 2026Updated 2 months ago
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,157Updated this week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆125Jul 11, 2025Updated last year
- how to optimize some algorithm in cuda.☆3,341Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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。☆583Oct 28, 2025Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,548Oct 20, 2026Updated 2 weeks ago
- 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☆15,372Jun 14, 2026Updated 4 months ago
- My learning notes for ML SYS.☆7,653Oct 21, 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…☆3,519Jun 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）☆25,260Oct 14, 2026Updated 3 weeks ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆64Nov 8, 2024Updated 2 years ago
- ☆156Jul 4, 2025Updated last year
- Kernel Library for Large Headdim Attention (64~1024, BF16/FP8/FP4), 1.5x~15x↑ vs PyTorch SDPA.☆346Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- CUDA 算子手撕与面试指南☆1,144Aug 23, 2025Updated last year
- 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☆18,127Sep 3, 2025Updated last year
- flash attention tutorial written in python, triton, cuda, cutlass☆542Oct 22, 2026Updated 2 weeks ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,358Updated this week
- A self-learning tutorail for CUDA High Performance Programing.☆1,160Jan 14, 2026Updated 9 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,870Updated this week
- Material for gpu-mode lectures☆6,959Sep 9, 2026Updated last month
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆691Sep 11, 2024Updated 2 years ago
- 企业级RAG系统从入门到精通☆723Jun 25, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- compiler learning resources collect.☆2,791May 20, 2026Updated 5 months ago
- Nano vLLM☆16,338Apr 26, 2026Updated 6 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,998Updated this week
- 一个轻量化的大模型推理框架☆23May 26, 2025Updated last year
- learning how CUDA works☆410Mar 3, 2025Updated last year
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,875Oct 26, 2026Updated last week
- Puzzles for learning Triton, play it with minimal environment configuration!☆764Mar 17, 2026Updated 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…☆1,367Jul 29, 2023Updated 3 years ago
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆47Dec 11, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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。☆8,556Dec 22, 2025Updated 10 months ago
- ☆10Feb 26, 2026Updated 8 months ago
- A highly optimized LLM inference acceleration engine for Llama and its variants.☆906Mar 18, 2026Updated 7 months ago
- ☆53Mar 4, 2026Updated 8 months ago
- a ai infra framework for edge device base on nndeploy☆17Nov 27, 2025Updated 11 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated 2 years ago
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,533May 17, 2026Updated 5 months ago