Material for gpu-mode lectures
☆6,683Sep 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:
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,032Sep 30, 2026Updated last week
- how to optimize some algorithm in cuda.☆3,302Updated this week
- GPU programming related news and material links☆2,362Jun 15, 2026Updated 3 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,552Updated this week
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,536Sep 23, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Puzzles for learning Triton☆2,624Apr 1, 2026Updated 6 months ago
- An ML Systems Onboarding list☆1,136Feb 19, 2026Updated 7 months ago
- Tile primitives for speedy kernels☆3,744Sep 12, 2026Updated 3 weeks ago
- Development repository for the Triton language and compiler☆20,314Updated this week
- Distributed Compiler and Optimized Parallel Kernels☆1,557Sep 18, 2026Updated 2 weeks ago
- My learning notes for ML SYS.☆7,430Sep 20, 2026Updated 2 weeks ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,523Aug 14, 2026Updated last month
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,446Updated 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…☆1,362Jul 29, 2023Updated 3 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.
- Fast and memory-efficient exact attention☆25,098Updated this week
- Efficient Triton Kernels for LLM Training☆6,647Updated this week
- Cataloging released Triton kernels.☆312Sep 9, 2025Updated last year
- Machine Learning Engineering Open Book☆19,359Updated this week
- LLM training in simple, raw C/CUDA☆31,107Jun 26, 2025Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,193Dec 30, 2024Updated last year
- compiler learning resources collect.☆2,784May 20, 2026Updated 4 months ago
- DeepGEMM: clean and efficient BLAS kernel library on GPU☆8,693Sep 30, 2026Updated last week
- Nano vLLM☆15,725Apr 26, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,569Updated this week
- Examples of CUDA implementations by Cutlass CuTe☆283Jul 1, 2025Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,828Updated this week
- A Quirky Assortment of CuTe Kernels☆1,166Sep 17, 2026Updated 2 weeks ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,534Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,720Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,818Updated 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…☆14,768Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,369Aug 28, 2025Updated last year
- 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.
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,305Updated this week
- Fast CUDA matrix multiplication from scratch☆1,331Sep 2, 2025Updated last year
- flash attention tutorial written in python, triton, cuda, cutlass☆534Jan 20, 2026Updated 8 months ago
- A PyTorch native platform for training generative AI models☆5,782Updated this week
- Puzzles for learning Triton, play it with minimal environment configuration!☆750Mar 17, 2026Updated 6 months ago
- PyTorch native quantization for training and inference☆2,993Updated this week
- A compact implementation of SGLang, designed to demystify the complexities of modern LLM serving systems.☆5,223May 17, 2026Updated 4 months ago