ShaYeBuHui01 / flash_attention_inference
Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
☆15Updated last year
Alternatives and similar repositories for flash_attention_inference:
Users that are interested in flash_attention_inference are comparing it to the libraries listed below
- ☆30Updated last year
- ☆115Updated 4 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆61Updated 7 months ago
- CPU Memory Compiler and Parallel programing☆26Updated 5 months ago
- ☆36Updated 6 months ago
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆29Updated 3 months ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆108Updated 7 months ago
- ☆58Updated 5 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆63Updated 8 months ago
- ☆138Updated 3 months ago
- ☆148Updated 3 months ago
- ☆122Updated last year
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆17Updated 6 months ago
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆39Updated 8 months ago
- ☆60Updated this week
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆36Updated 3 weeks ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆91Updated 3 weeks ago
- Examples of CUDA implementations by Cutlass CuTe☆159Updated 2 months ago
- ☆88Updated 3 weeks ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆73Updated 3 weeks ago
- Benchmark code for the "Online normalizer calculation for softmax" paper☆91Updated 6 years ago
- ☆11Updated last month
- ☆109Updated last year
- ☆28Updated 2 months ago
- CUDA PTX-ISA Document 中文翻译版☆38Updated last month
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆35Updated last month
- ☆14Updated 3 weeks ago
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆181Updated 2 months ago
- Forward and backward Attention DNN operators implementationed by LibTorch, cuDNN, and Eigen.☆30Updated last year
- llama INT4 cuda inference with AWQ☆54Updated 3 months ago