tgale96 / grouped_gemmLinks
PyTorch bindings for CUTLASS grouped GEMM.
☆127Updated 5 months 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.☆165Updated last month
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆271Updated 3 months ago
- ☆93Updated last year
- Applied AI experiments and examples for PyTorch☆303Updated 2 months ago
- ☆112Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆128Updated last week
- ☆83Updated 9 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆255Updated 3 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆327Updated last year
- ☆243Updated last year
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆282Updated this week
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆217Updated last year
- ☆101Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆284Updated last year
- ☆130Updated 5 months ago
- ☆147Updated 10 months ago
- 16-fold memory access reduction with nearly no loss☆106Updated 7 months ago
- ☆97Updated 7 months ago
- extensible collectives library in triton☆90Updated 7 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆120Updated last year
- ☆65Updated 6 months ago
- Utility scripts for PyTorch (e.g. Make Perfetto show some disappearing kernels, Memory profiler that understands more low-level allocatio…☆64Updated 2 months ago
- Implement Flash Attention using Cute.☆96Updated 10 months ago
- DeeperGEMM: crazy optimized version☆73Updated 6 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆248Updated last month
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆222Updated 2 years ago
- ☆147Updated 9 months ago