ankan-ban / llama_cu_awqLinks
llama INT4 cuda inference with AWQ
☆55Updated 10 months ago
Alternatives and similar repositories for llama_cu_awq
Users that are interested in llama_cu_awq are comparing it to the libraries listed below
Sorting:
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆121Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Updated 2 months ago
- Benchmark code for the "Online normalizer calculation for softmax" paper☆102Updated 7 years ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆112Updated last year
- ☆102Updated last year
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆42Updated 8 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆68Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆78Updated last year
- ☆83Updated 9 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆127Updated 6 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆272Updated 4 months ago
- play gemm with tvm☆92Updated 2 years ago
- ☆243Updated last year
- Implement Flash Attention using Cute.☆96Updated 11 months ago
- ☆65Updated 6 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆45Updated 5 months ago
- ☆159Updated last year
- ☆110Updated 6 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆146Updated 3 months ago
- ☆38Updated 4 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆100Updated 4 months ago
- ☆97Updated 7 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆223Updated 2 years ago
- ☆33Updated 9 months ago
- [HPCA 2025] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆62Updated last week
- ☆158Updated 2 years ago
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆186Updated 9 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆127Updated 5 months ago
- GPTQ inference TVM kernel☆39Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆222Updated 2 years ago