BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
☆765Aug 6, 2025Updated 10 months ago
Alternatives and similar repositories for BitBLAS
Users that are interested in BitBLAS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆841Mar 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,079Sep 4, 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
- A Easy-to-understand TensorOp Matmul Tutorial☆440Mar 5, 2026Updated 3 months ago
- Fast low-bit matmul kernels in Triton☆467May 15, 2026Updated 3 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆6,434Updated this week
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆341Jul 2, 2024Updated last year
- Low-bit LLM inference on CPU/NPU with lookup table☆960Jun 5, 2025Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,450Apr 22, 2026Updated last month
- FlashInfer: Kernel Library for LLM Serving☆5,719Jun 1, 2026Updated last week
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆110Jun 28, 2025Updated 11 months ago
- ☆267Jul 11, 2024Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆138May 16, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,293Updated this week
- Tile primitives for speedy kernels☆3,405May 27, 2026Updated last week
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆391Apr 13, 2025Updated last year
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆282Jul 16, 2025Updated 10 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,319Aug 28, 2025Updated 9 months ago
- ☆66Apr 26, 2025Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆487May 30, 2025Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆100Sep 19, 2025Updated 8 months ago
- A throughput-oriented high-performance serving framework for LLMs☆962Mar 29, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆680Apr 25, 2025Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆155May 10, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆512Nov 26, 2024Updated last year
- ☆121May 19, 2025Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆57May 29, 2024Updated 2 years ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,831Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,001Sep 19, 2024Updated last year
- FlagGems is an operator library for large language models implemented in the Triton Language.☆1,013Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆16Oct 11, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆391Jul 10, 2025Updated 10 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆548Sep 8, 2024Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Feb 20, 2026Updated 3 months ago
- ☆38Jul 19, 2025Updated 10 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,548Jul 17, 2025Updated 10 months ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆526Jan 15, 2025Updated last year