LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
☆892Aug 19, 2026Updated last month
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…☆195Oct 10, 2026Updated last 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。☆529Aug 31, 2026Updated last month
- how to optimize some algorithm in cuda.☆3,317Oct 11, 2026Updated last week
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,086Updated 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。☆579Oct 28, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,531Aug 14, 2026Updated 2 months ago
- ☆156Jul 4, 2025Updated last year
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆124Jul 11, 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…☆3,506Jun 22, 2025Updated last year
- My learning notes for ML SYS.☆7,567Updated this week
- 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☆15,254Jun 14, 2026Updated 4 months ago
- 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）☆25,179Updated this week
- Material for gpu-mode lectures☆6,872Sep 9, 2026Updated last month
- Kernel Library for Large Headdim Attention (64~1024, BF16/FP8/FP4), 1.5x~15x↑ vs PyTorch SDPA.☆340Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 企业级RAG系统从入门到精通☆720Jun 25, 2025Updated last year
- 使用 CUDA C++ 实现的 llama 模型推理框架☆63Nov 8, 2024Updated 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☆17,998Sep 3, 2025Updated last year
- CUDA 算子手撕与面试指南☆1,135Aug 23, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,672Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,327Updated this week
- compiler learning resources collect.☆2,784May 20, 2026Updated 4 months ago
- A self-learning tutorail for CUDA High Performance Programing.☆1,142Jan 14, 2026Updated 9 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,821Updated this week
- 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.
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,869Mar 15, 2026Updated 7 months ago
- Nano vLLM☆15,924Apr 26, 2026Updated 5 months ago
- how to learn PyTorch and OneFlow☆503Aug 13, 2026Updated 2 months ago
- learning how CUDA works☆408Mar 3, 2025Updated last year
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,366Jul 29, 2023Updated 3 years ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,638Updated this week
- 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。☆385Aug 28, 2025Updated last year
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆46Dec 11, 2023Updated 2 years ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆753Mar 17, 2026Updated 7 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.
- 一个轻量化的大模型推理框架☆23May 26, 2025Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆37,247Updated this week
- flash attention tutorial written in python, triton, cuda, cutlass☆534Jan 20, 2026Updated 8 months ago
- ☆53Mar 4, 2026Updated 7 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,092Oct 5, 2026Updated last week
- YOLOv12 TensorRT 端到端模型加速推理和INT8量化实现☆14Mar 5, 2025Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆688Sep 11, 2024Updated 2 years ago