LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
☆888Aug 1, 2026Updated 2 weeks 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:
- A light llama-like llm inference framework based on the triton kernel.☆186Updated 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。☆524Aug 7, 2026Updated last week
- how to optimize some algorithm in cuda.☆3,204Updated this week
- Modern CUDA Learn Notes with PyTorch for Beginners, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.☆11,777Updated 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。☆562Oct 28, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,457Updated this week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆121Jul 11, 2025Updated last year
- ☆156Jul 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…☆3,496Jun 22, 2025Updated last year
- 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☆14,922Jun 14, 2026Updated 2 months ago
- My learning notes for ML SYS.☆6,888Updated this week
- 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)☆24,904Jul 19, 2026Updated 3 weeks ago
- Material for gpu-mode lectures☆6,456Jun 15, 2026Updated 2 months ago
- Fast and Memory-Efficient Exact Attention for Large Headdim, 1.5x~6x speedup over PyTorch SDPA.☆322Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 企业级RAG系统从入门到精通☆709Jun 25, 2025Updated last year
- 使用 CUDA C++ 实现的 llama 模型推理框架☆64Nov 8, 2024Updated last year
- CUDA 算子手撕与面试指南☆1,082Aug 23, 2025Updated 11 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☆17,611Sep 3, 2025Updated 11 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,187Updated this week
- compiler learning resources collect.☆2,766May 20, 2026Updated 2 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,227Updated this week
- A self-learning tutorail for CUDA High Performance Programing.☆1,076Jan 14, 2026Updated 7 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,313Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)☆4,843Mar 15, 2026Updated 5 months ago
- how to learn PyTorch and OneFlow☆500Updated this week
- learning how CUDA works☆400Mar 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…☆1,347Jul 29, 2023Updated 3 years ago
- Nano vLLM☆15,046Apr 26, 2026Updated 3 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 11 months ago
- 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!☆747Mar 17, 2026Updated 5 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,241Updated 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.
- 一个轻量化的大模型推理框架☆23May 26, 2025Updated last year
- ☆52Mar 4, 2026Updated 5 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆674Sep 11, 2024Updated last year
- 从零实现一个小参数量中文大语言模型。☆1,077Aug 22, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆32,029Updated this week
- Quantize yolov5 using pytorch_quantization.🚀🚀🚀☆15Oct 24, 2023Updated 2 years ago
- flash attention tutorial written in python, triton, cuda, cutlass☆532Jan 20, 2026Updated 6 months ago