LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
☆870Mar 14, 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.☆176Jan 5, 2026Updated 2 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,932Mar 19, 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。☆515Dec 11, 2025Updated 3 months ago
- how to optimize some algorithm in cuda.☆2,872Mar 17, 2026Updated last 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。☆519Oct 28, 2025Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 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☆13,487Apr 30, 2025Updated 10 months ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,062Mar 19, 2026Updated last week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆116Jul 11, 2025Updated 8 months ago
- ☆154Jul 4, 2025Updated 8 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)☆23,641Mar 12, 2026Updated last week
- 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…☆3,370Jun 22, 2025Updated 9 months ago
- My learning notes for ML SYS.☆5,737Updated this week
- 企业级RAG系统从入门到精通☆651Jun 25, 2025Updated 9 months ago
- Material for gpu-mode lectures☆5,865Feb 1, 2026Updated last month
- 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.
- 使用 CUDA C++ 实现的 llama 模型推理框架☆63Nov 8, 2024Updated last year
- ☆42Mar 4, 2026Updated 3 weeks ago
- FlashInfer: Kernel Library for LLM Serving☆5,194Updated this week
- CUDA 算子手撕与面试指南☆891Aug 23, 2025Updated 7 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☆16,472Sep 3, 2025Updated 6 months ago
- A self-learning tutorail for CUDA High Performance Programing.☆915Jan 14, 2026Updated 2 months ago
- compiler learning resources collect.☆2,693Mar 19, 2025Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,958Updated this week
- learning how CUDA works☆379Mar 3, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Puzzles for learning Triton, play it with minimal environment configuration!☆647Mar 17, 2026Updated last week
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,781Mar 15, 2026Updated last week
- how to learn PyTorch and OneFlow☆489Mar 22, 2024Updated 2 years 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…☆1,248Jul 29, 2023Updated 2 years ago
- Materials for learning SGLang☆785Jan 5, 2026Updated 2 months ago
- FlagGems is an operator library for large language models implemented in the Triton Language.☆926Updated 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。☆382Aug 28, 2025Updated 6 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,953Updated this week
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆44Dec 11, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- SGLang is a high-performance serving framework for large language models and multimodal models.☆24,829Updated this week
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆253Feb 13, 2026Updated last month
- 🧑🚀 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.☆7,801Mar 18, 2026Updated last week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆628Sep 11, 2024Updated last year
- flash attention tutorial written in python, triton, cuda, cutlass☆494Jan 20, 2026Updated 2 months ago
- A highly optimized LLM inference acceleration engine for Llama and its variants.☆906Mar 18, 2026Updated last week
- 一个轻量化的大模型推理框架☆22May 26, 2025Updated 9 months ago