fanshiqing / grouped_gemm
PyTorch bindings for CUTLASS grouped GEMM.
☆105Updated 2 months ago
Alternatives and similar repositories for grouped_gemm:
Users that are interested in grouped_gemm are comparing it to the libraries listed below
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆51Updated 7 months ago
- A collection of memory efficient attention operators implemented in the Triton language.☆250Updated 9 months ago
- ☆87Updated 6 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆73Updated 4 months ago
- ☆124Updated 2 weeks ago
- Zero Bubble Pipeline Parallelism☆370Updated 2 weeks ago
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆207Updated 7 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆447Updated last month
- Odysseus: Playground of LLM Sequence Parallelism☆66Updated 9 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆35Updated 3 weeks ago
- nnScaler: Compiling DNN models for Parallel Training☆101Updated last month
- ☆190Updated 8 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆239Updated 4 months ago
- ☆139Updated 10 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆108Updated last week
- This repository contains integer operators on GPUs for PyTorch.☆194Updated last year
- Applied AI experiments and examples for PyTorch☆244Updated this week
- ☆72Updated 3 years ago
- ☆74Updated 3 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆299Updated 2 months ago
- ☆55Updated 2 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆143Updated 2 years ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆60Updated 7 months ago
- ☆80Updated 2 years ago
- ☆101Updated 6 months ago
- Implement Flash Attention using Cute.☆71Updated 3 months ago
- ☆116Updated last year
- Transformer related optimization, including BERT, GPT☆59Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆298Updated 8 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆259Updated 3 months ago