Material for gpu-mode lectures
β6,130May 9, 2026Updated 3 weeks 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:
- πLeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginnersπ, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.πβ11,195May 29, 2026Updated last week
- how to optimize some algorithm in cuda.β3,059May 25, 2026Updated 2 weeks ago
- GPU programming related news and material linksβ2,152Mar 8, 2026Updated 2 months ago
- FlashInfer: Kernel Library for LLM Servingβ5,719Jun 1, 2026Updated last week
- CUDA Templates and Python DSLs for High-Performance Linear Algebraβ9,831Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An ML Systems Onboarding listβ1,081Feb 19, 2026Updated 3 months ago
- Development repository for the Triton language and compilerβ19,380Updated this week
- Tile primitives for speedy kernelsβ3,405May 27, 2026Updated last week
- πA curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.πβ5,270Apr 20, 2026Updated last month
- Puzzles for learning Tritonβ2,471Apr 1, 2026Updated 2 months ago
- My learning notes for ML SYS.β6,474Updated this week
- Distributed Compiler based on Triton for Parallel Systemsβ1,450Apr 22, 2026Updated last month
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce severalβ¦β1,310Jul 29, 2023Updated 2 years ago
- Fast and memory-efficient exact attentionβ24,037Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Efficient Triton Kernels for LLM Trainingβ6,415Updated this week
- Machine Learning Engineering Open Bookβ18,056May 18, 2026Updated 3 weeks ago
- Cataloging released Triton kernels.β307Sep 9, 2025Updated 8 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernelsβ6,434Updated this week
- LLM training in simple, raw C/CUDAβ30,087Jun 26, 2025Updated 11 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)β1,150Dec 30, 2024Updated last year
- compiler learning resources collect.β2,744May 20, 2026Updated 2 weeks ago
- SGLang is a high-performance serving framework for large language models and multimodal models.β28,886Updated 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 optimizatβ¦β13,793Updated this week
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabiliβ¦β4,086Updated this week
- Puzzles for learning Triton, play it with minimal environment configuration!β709Mar 17, 2026Updated 2 months ago
- flash attention tutorial written in python, triton, cuda, cutlassβ521Jan 20, 2026Updated 4 months ago
- A PyTorch native platform for training generative AI modelsβ5,416Updated this week
- PyTorch native quantization and sparsity for training and inferenceβ2,847Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.β5,523Updated this week
- π Efficient implementations for emerging model architecturesβ5,182Updated 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 Hβ¦β3,366May 29, 2026Updated last week
- Solve puzzles. Learn CUDA.β12,195Sep 1, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Easy-to-understand TensorOp Matmul Tutorialβ440Mar 5, 2026Updated 3 months ago
- Examples of CUDA implementations by Cutlass CuTeβ278Jul 1, 2025Updated 11 months ago
- Fast CUDA matrix multiplication from scratchβ1,205Sep 2, 2025Updated 9 months ago
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scalingβ7,342Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ81,909Updated this week
- how to learn PyTorch and OneFlowβ499May 20, 2026Updated 2 weeks ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernelβ2,293Updated this week