amd / QuarkLinks
☆107Updated 3 weeks ago
Alternatives and similar repositories for Quark
Users that are interested in Quark are comparing it to the libraries listed below
Sorting:
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆340Updated 7 months ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆749Updated 6 months ago
- ☆170Updated 2 years ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆276Updated 6 months ago
- This repository contains integer operators on GPUs for PyTorch.☆237Updated 2 years ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆279Updated 3 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆480Updated last year
- ☆84Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆208Updated 2 months ago
- [DEPRECATED] Moved to ROCm/rocm-libraries repo. NOTE: develop branch is maintained as a read-only mirror☆518Updated this week
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆372Updated 11 months ago
- Fast low-bit matmul kernels in Triton☆427Updated this week
- ☆259Updated last year
- ☆164Updated last year
- CUDA Matrix Multiplication Optimization☆256Updated last year
- Development repository for the Triton language and compiler☆140Updated last week
- OpenAI Triton backend for Intel® GPUs☆226Updated this week
- A Easy-to-understand TensorOp Matmul Tutorial☆405Updated 3 weeks ago
- ☆173Updated 9 months ago
- ☆111Updated last year
- AI Tensor Engine for ROCm☆348Updated this week
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆88Updated 9 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆810Updated 11 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆520Updated last year
- ☆113Updated 2 years ago
- Shared Middle-Layer for Triton Compilation☆325Updated 2 months ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆165Updated 2 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆335Updated last year
- Fast and memory-efficient exact attention☆213Updated last week