tgale96 / grouped_gemmLinks
PyTorch bindings for CUTLASS grouped GEMM.
☆99Updated 3 weeks ago
Alternatives and similar repositories for grouped_gemm
Users that are interested in grouped_gemm are comparing it to the libraries listed below
Sorting:
- PyTorch bindings for CUTLASS grouped GEMM.☆127Updated 5 months ago
- ☆75Updated 5 months ago
- ☆96Updated 9 months ago
- ☆63Updated this week
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆210Updated 10 months ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆136Updated this week
- ☆212Updated 11 months ago
- ☆114Updated 3 weeks ago
- ☆105Updated 9 months ago
- ☆81Updated 7 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆252Updated 7 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆79Updated 9 months ago
- Applied AI experiments and examples for PyTorch☆277Updated 3 weeks ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆109Updated 11 months ago
- A lightweight design for computation-communication overlap.☆141Updated last week
- Implement Flash Attention using Cute.☆87Updated 6 months ago
- 16-fold memory access reduction with nearly no loss☆99Updated 2 months ago
- nnScaler: Compiling DNN models for Parallel Training☆113Updated this week
- ☆91Updated 5 months ago
- ☆86Updated 2 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆310Updated 11 months ago
- extensible collectives library in triton☆86Updated 2 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆214Updated last year
- ☆60Updated last month
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆47Updated last week
- A collection of memory efficient attention operators implemented in the Triton language.☆272Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆295Updated 7 months ago
- ☆130Updated 4 months ago