Material for gpu-mode lectures
☆5,923Feb 1, 2026Updated 2 months ago
Alternatives and similar repositories for lectures
Users that are interested in lectures are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,091Mar 23, 2026Updated 2 weeks ago
- how to optimize some algorithm in cuda.☆2,903Mar 30, 2026Updated last week
- GPU programming related news and material links☆2,084Mar 8, 2026Updated last month
- FlashInfer: Kernel Library for LLM Serving☆5,273Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,536Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- An ML Systems Onboarding list☆1,030Feb 19, 2026Updated last month
- Development repository for the Triton language and compiler☆18,840Updated this week
- Tile primitives for speedy kernels☆3,304Mar 28, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,111Mar 26, 2026Updated last week
- Puzzles for learning Triton☆2,359Apr 1, 2026Updated last week
- My learning notes for ML SYS.☆5,863Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,401Mar 11, 2026Updated 3 weeks 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…☆1,266Jul 29, 2023Updated 2 years ago
- Fast and memory-efficient exact attention☆23,185Updated this week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Machine Learning Engineering Open Book☆17,642Mar 16, 2026Updated 3 weeks ago
- Efficient Triton Kernels for LLM Training☆6,253Apr 1, 2026Updated last week
- Cataloging released Triton kernels.☆299Sep 9, 2025Updated 6 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,460Updated this week
- LLM training in simple, raw C/CUDA☆29,359Jun 26, 2025Updated 9 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,107Dec 30, 2024Updated last year
- compiler learning resources collect.☆2,702Mar 19, 2025Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆25,408Updated this 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…☆13,304Updated this week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,995Updated this week
- Puzzles for learning Triton, play it with minimal environment configuration!☆659Mar 17, 2026Updated 3 weeks ago
- flash attention tutorial written in python, triton, cuda, cutlass☆502Jan 20, 2026Updated 2 months ago
- A PyTorch native platform for training generative AI models☆5,205Updated this week
- PyTorch native quantization and sparsity for training and inference☆2,756Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,039Updated this week
- 🚀 Efficient implementations for emerging model architectures☆4,823Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,256Updated this week
- A Easy-to-understand TensorOp Matmul Tutorial☆422Mar 5, 2026Updated last month
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Fast CUDA matrix multiplication from scratch☆1,119Sep 2, 2025Updated 7 months ago
- Solve puzzles. Learn CUDA.☆12,027Sep 1, 2024Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆272Jul 1, 2025Updated 9 months ago
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆6,308Mar 22, 2026Updated 2 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆75,637Updated this week
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,177Apr 2, 2026Updated last week
- how to learn PyTorch and OneFlow☆493Mar 22, 2024Updated 2 years ago