LLM4Kernel: A Survey of Large Language Models for GPU Kernel Development
☆82Mar 31, 2026Updated 5 months ago
Alternatives and similar repositories for Awesome-LLM4Kernel
Users that are interested in Awesome-LLM4Kernel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Review automated kernel generation in the era of LLMs☆312Jun 25, 2026Updated 3 months ago
- Official Repo of CudaForge☆89Dec 2, 2025Updated 9 months ago
- ☆25Feb 14, 2026Updated 7 months ago
- Autonomous GPU Kernel Generation & Optimization via Deep Agents☆567Sep 8, 2026Updated 2 weeks ago
- A benchmark of real-world DL kernel problems☆299Jul 15, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)☆1,258Mar 24, 2026Updated 6 months ago
- [KernelGYM & Dr. Kernel] A distributed GPU environment and a collection of RL training methods to support RL for Kernel Generations [ICML…☆210Mar 29, 2026Updated 5 months ago
- For building the world's largest dataset of GPU kernels.☆12Jul 17, 2026Updated 2 months ago
- CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation☆1,324Jul 8, 2026Updated 2 months ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- Evaluating Large Language Models for CUDA Code Generation ComputeEval is a framework designed to generate and evaluate CUDA code from Lar…☆148Sep 14, 2026Updated last week
- Automated High-Performance GPU Kernel Generation☆138Jun 1, 2026Updated 3 months ago
- MultiArchKernelBench: A Multi-Platform Benchmark for Kernel Generation☆70Jul 8, 2026Updated 2 months ago
- ☆68Jul 14, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Building the Virtuous Cycle for AI-driven LLM Systems☆284Updated this week
- ☆18May 18, 2025Updated last year
- B站-数电的ppt☆12Feb 19, 2024Updated 2 years ago
- ☆49Jul 13, 2024Updated 2 years ago
- ☆469Aug 26, 2026Updated last month
- Speed of Light Analysis for ML Model Runtime☆127Sep 13, 2026Updated 2 weeks ago
- ☆292Sep 5, 2026Updated 3 weeks ago
- 🎉My Collections of CUDA Kernels~☆11Jun 25, 2024Updated 2 years ago
- FlagGems is an operator library for large language models implemented in the Triton Language.☆1,125Updated 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.
- Official Repo for paper "VLCache: Computing 2% Vision Tokens and Reusing 98% for Vision-Language Inference"☆15Mar 28, 2026Updated 6 months ago
- Verilog-Based-NoC-Simulator☆12May 4, 2016Updated 10 years ago
- Paper collection about de novo peptide Sequening☆24Feb 5, 2025Updated last year
- TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators☆141Jun 14, 2025Updated last year
- A framework for in context learning for code optimization☆61Mar 14, 2026Updated 6 months ago
- Getting Started with Triton: A Tutorial for Python Beginners☆62Mar 26, 2026Updated 6 months ago
- ☆236Aug 26, 2026Updated last month
- Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.☆1,572Mar 19, 2026Updated 6 months ago
- ☆18Mar 28, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆23Aug 14, 2024Updated 2 years ago
- Skills for writing tilelang and debugging with CUDA toolkits.☆144Sep 15, 2026Updated last week
- ☆18Apr 21, 2024Updated 2 years ago
- ☆13Jan 7, 2025Updated last year
- ☆17Dec 8, 2023Updated 2 years ago
- Automated CUDA kernel performance diagnostics from NVIDIA Nsight Compute (NCU) CSV exports.☆34Mar 18, 2026Updated 6 months ago
- ☆19Mar 4, 2026Updated 6 months ago