📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
☆9,755Updated this week
Alternatives and similar repositories for LeetCUDA
Users that are interested in LeetCUDA are comparing it to the libraries listed below
Sorting:
- how to optimize some algorithm in cuda.☆2,825Feb 15, 2026Updated 2 weeks ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,022Updated this week
- Material for gpu-mode lectures☆5,773Feb 1, 2026Updated last month
- FlashInfer: Kernel Library for LLM Serving☆5,009Updated 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…☆1,244Jul 29, 2023Updated 2 years ago
- My learning notes for ML SYS.☆5,378Jan 30, 2026Updated last month
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,315Updated this week
- compiler learning resources collect.☆2,684Mar 19, 2025Updated 11 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,284Updated this week
- 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☆16,340Sep 3, 2025Updated 5 months ago
- CUDA 算子手撕与面试指南☆840Aug 23, 2025Updated 6 months ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,795Feb 22, 2026Updated last week
- ☆2,691Jan 16, 2024Updated 2 years 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…☆3,324Jun 22, 2025Updated 8 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,658Updated this week
- A self-learning tutorail for CUDA High Performance Programing.☆900Jan 14, 2026Updated last month
- flash attention tutorial written in python, triton, cuda, cutlass☆488Jan 20, 2026Updated last month
- Distributed Compiler based on Triton for Parallel Systems☆1,361Feb 13, 2026Updated 2 weeks ago
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆6,206Updated this week
- Fast and memory-efficient exact attention☆22,361Updated this week
- Development repository for the Triton language and compiler☆18,460Feb 22, 2026Updated last week
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆251Feb 13, 2026Updated 2 weeks ago
- learning how CUDA works☆376Mar 3, 2025Updated 11 months ago
- 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。☆498Oct 28, 2025Updated 4 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,901Feb 20, 2026Updated last week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆12,938Updated this week
- 《Machine Learning Systems: Design and Implementation》- Chinese Version☆4,764Apr 13, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆410Feb 11, 2026Updated 2 weeks ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆630Dec 28, 2025Updated 2 months ago
- This is a Chinese translation of the CUDA programming guide☆1,877Nov 13, 2024Updated last year
- A simple high performance CUDA GEMM implementation.☆426Jan 4, 2024Updated 2 years ago
- Tile primitives for speedy kernels☆3,183Updated this week
- Nano vLLM☆11,766Nov 3, 2025Updated 3 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆523Sep 8, 2024Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,079Dec 30, 2024Updated last year
- 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。☆6,130Dec 22, 2025Updated 2 months ago
- Examples of CUDA implementations by Cutlass CuTe☆269Jul 1, 2025Updated 8 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,261Aug 28, 2025Updated 6 months ago
- Transformer related optimization, including BERT, GPT☆6,394Mar 27, 2024Updated last year