Bruce-Lee-LY / decoding_attention
Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.
☆35Updated last week
Alternatives and similar repositories for decoding_attention:
Users that are interested in decoding_attention are comparing it to the libraries listed below
- ☆42Updated 2 months ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆17Updated 5 months ago
- Quantized Attention on GPU☆45Updated 3 months ago
- Implement Flash Attention using Cute.☆71Updated 3 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆59Updated 2 weeks ago
- GPTQ inference TVM kernel☆39Updated 10 months ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆48Updated 4 months ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆105Updated 6 months ago
- ☆87Updated 6 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆60Updated 7 months ago
- ☆64Updated last month
- ☆74Updated 3 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
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆89Updated 3 weeks ago
- llama INT4 cuda inference with AWQ☆53Updated 2 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing. By pro…☆67Updated last week
- Odysseus: Playground of LLM Sequence Parallelism☆66Updated 9 months ago
- ☆29Updated 11 months ago
- ☆19Updated 5 months ago
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆18Updated last week
- ☆64Updated 3 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆43Updated 7 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆73Updated 4 months ago
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆13Updated 5 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆93Updated last year