Fast low-bit matmul kernels in Triton
☆443Apr 4, 2026Updated this week
Alternatives and similar repositories for gemlite
Users that are interested in gemlite are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆338Updated this week
- Framework to reduce autotune overhead to zero for well known deployments.☆98Sep 19, 2025Updated 6 months ago
- Cataloging released Triton kernels.☆299Sep 9, 2025Updated 7 months ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆758Aug 6, 2025Updated 8 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,048Sep 4, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Applied AI experiments and examples for PyTorch☆320Aug 22, 2025Updated 7 months ago
- ☆20Sep 28, 2024Updated last year
- ☆109Mar 12, 2026Updated 3 weeks ago
- ☆65Apr 26, 2025Updated 11 months ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆390Apr 13, 2025Updated 11 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆925Feb 26, 2026Updated last month
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆193Jan 28, 2025Updated last year
- Tile primitives for speedy kernels☆3,304Mar 28, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆52May 19, 2025Updated 10 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆106Jun 28, 2025Updated 9 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆822Mar 6, 2025Updated last year
- extensible collectives library in triton☆98Mar 31, 2025Updated last year
- PyTorch native quantization and sparsity for training and inference☆2,756Updated this week
- Collection of kernels written in Triton language☆187Jan 27, 2026Updated 2 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated last year
- ☆87Jan 23, 2025Updated last year
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆816Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆261Jul 11, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆336Jul 2, 2024Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,401Mar 11, 2026Updated 3 weeks ago
- ☆209May 5, 2025Updated 11 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆63Mar 25, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,273Updated this week
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆22Mar 25, 2026Updated 2 weeks ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆73Sep 8, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆422Mar 5, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,460Updated this week
- ☆105Sep 9, 2024Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆170Nov 26, 2025Updated 4 months ago
- A Quirky Assortment of CuTe Kernels☆898Updated this week
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆598Aug 12, 2025Updated 7 months ago
- 🎬 3.7× faster video generation E2E 🖼️ 1.6× faster image generation E2E ⚡ ColumnSparseAttn 9.3× vs FlashAttn‑3 💨 ColumnSparseGEMM 2.5× …☆103Sep 8, 2025Updated 7 months ago
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated 11 months ago