BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
☆772Aug 6, 2025Updated last year
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…☆867Mar 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,172Sep 4, 2024Updated 2 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆458Mar 5, 2026Updated 7 months ago
- 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
- Fast low-bit matmul kernels in Triton☆490Oct 1, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆350Jul 2, 2024Updated 2 years ago
- Low-bit LLM inference on CPU/NPU with lookup table☆1,000Jun 5, 2025Updated last year
- Distributed Compiler and Optimized Parallel Kernels☆1,573Sep 18, 2026Updated last month
- ☆125May 19, 2025Updated last year
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,574Updated this week
- ☆271Jul 11, 2024Updated 2 years ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆395Apr 13, 2025Updated last year
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆281Jul 16, 2025Updated last year
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,805Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tile primitives for speedy kernels☆3,785Sep 12, 2026Updated last month
- FlashInfer: Kernel Library for LLM Serving☆6,798Updated this week
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,375Aug 28, 2025Updated last year
- Tile-based language built for AI computation across all scales☆196Aug 25, 2026Updated 2 months ago
- A Quirky Assortment of CuTe Kernels☆1,180Oct 15, 2026Updated last week
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- Tilus is a tile-level kernel programming language with explicit control over shared memory and registers.☆497Updated this week
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆537Nov 26, 2024Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆119Aug 4, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Dynamic Memory Management for Serving LLMs without PagedAttention☆526Aug 24, 2026Updated 2 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- ☆166Jul 22, 2024Updated 2 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆575Sep 8, 2024Updated 2 years ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆10,659Oct 21, 2026Updated last week
- Accelerating MoE with IO and Tile-aware Optimizations☆783Aug 29, 2026Updated last month
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,656Jul 17, 2025Updated last year
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆683Aug 4, 2026Updated 2 months ago
- ☆65Apr 26, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention