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.
☆36Updated 2 weeks ago
Alternatives and similar repositories for decoding_attention:
Users that are interested in decoding_attention are comparing it to the libraries listed below
- ☆39Updated this week
- ☆54Updated 3 months ago
- Quantized Attention on GPU☆45Updated 4 months ago
- ☆57Updated last week
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆17Updated 6 months ago
- Implement Flash Attention using Cute.☆74Updated 4 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆68Updated 2 weeks ago
- ☆28Updated 2 months ago
- GPTQ inference TVM kernel☆38Updated 11 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆63Updated 8 months ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆32Updated 3 weeks ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆35Updated last month
- Standalone Flash Attention v2 kernel without libtorch dependency☆108Updated 7 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆41Updated 3 weeks ago
- ☆68Updated 2 months ago
- ☆78Updated 3 weeks ago
- ☆92Updated 7 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆56Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆91Updated 2 weeks ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆49Updated 5 months ago
- ☆29Updated last year
- DeeperGEMM: crazy optimized version☆65Updated 2 weeks ago
- ☆19Updated 6 months ago
- llama INT4 cuda inference with AWQ☆54Updated 2 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆68Updated 10 months ago
- A practical way of learning Swizzle☆17Updated 2 months ago
- ☆14Updated 2 weeks ago
- PyTorch bindings for CUTLASS grouped GEMM.☆81Updated 5 months ago
- ☆68Updated 4 months ago
- ☆43Updated 3 weeks ago