mirage-project / mirage
Mirage: Automatically Generating Fast GPU Kernels without Programming in Triton/CUDA
☆746Updated this week
Alternatives and similar repositories for mirage:
Users that are interested in mirage are comparing it to the libraries listed below
- Flash Attention in ~100 lines of CUDA (forward pass only)☆699Updated last month
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆514Updated this week
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆523Updated last week
- QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving☆496Updated this week
- Fast CUDA matrix multiplication from scratch☆634Updated last year
- FlashInfer: Kernel Library for LLM Serving☆2,078Updated this week
- FlagGems is an operator library for large language models implemented in Triton Language.☆420Updated this week
- Tile primitives for speedy kernels☆2,042Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆729Updated 5 months ago
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆582Updated 2 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆260Updated last month
- Applied AI experiments and examples for PyTorch☆225Updated this week
- A fast communication-overlapping library for tensor parallelism on GPUs.☆296Updated 3 months ago
- Ring attention implementation with flash attention☆674Updated 2 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆316Updated 5 months ago
- Fast low-bit matmul kernels in Triton☆236Updated this week
- A throughput-oriented high-performance serving framework for LLMs☆737Updated 5 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆229Updated 2 months ago
- Step-by-step optimization of CUDA SGEMM☆284Updated 2 years ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆290Updated this week
- Fastest kernels written from scratch☆170Updated this week
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆342Updated 2 months ago
- A collection of memory efficient attention operators implemented in the Triton language.☆237Updated 8 months ago
- ☆179Updated last week
- LLM KV cache compression made easy☆397Updated this week
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆229Updated this week
- Puzzles for learning Triton☆1,403Updated 3 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆345Updated 5 months ago
- Microsoft Automatic Mixed Precision Library☆567Updated 4 months ago