BitBLAS
Matrix multiplication library
A library to support efficient mixed-precision matrix multiplications on GPUs for deep learning model deployment
BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
445 stars
16 watching
34 forks
Language: Python
last commit: 2 months ago
Linked from 1 awesome list
ethicalml/awesome-production-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
 google/gemmlowp | A small C++ library for low-precision matrix multiplication | 1,782 |
 clmathlibraries/clblas | A software library that enables developers to tap into the performance benefits of heterogeneous computing by providing an OpenCL interface for BLAS functions. | 845 |
 biddata/bidmat | A high-performance matrix library with CPU and GPU acceleration for data mining applications. | 265 |
 akabe/slap | A linear algebra library with type-based static size checking for matrix operations. | 88 |
 kaneplusplus/bigmemory | A C++ library that provides efficient storage and manipulation of large matrices. | 126 |
 libmir/mir | A numerical library for scientific and machine learning applications. | 209 |
 blindglobe/lisp-matrix | A numerical algebra package for Common Lisp | 71 |
 denosaurs/neo | A matrix and linear algebra library accelerated by WebGPU and WASM for JavaScript development. | 67 |
 blas-lapack-rs/openblas-src | Provides source code for building BLAS and LAPACK libraries via OpenBLAS | 78 |
 uncomplicate/neanderthal | A Clojure library providing optimized native libraries for fast matrix and linear algebra computations on CPU and GPU. | 1,079 |
 versilov/matrex | A fast and efficient matrix library for Elixir/Erlang with C implementation using CBLAS. | 479 |
 numpi/hm-toolbox | A toolbox implementing arithmetic operations for HODLR and HSS matrices in MATLAB. | 44 |
 ist-daslab/marlin | An optimized FP16xINT4 matrix multiplication kernel for large language models | 655 |
 thephoeron/bit-smasher | A Common Lisp library providing functions and macros for handling bit vectors, arithmetic, type conversions, and measurements. | 53 |
 jalawson/ulinalg | A small size matrix handling module with linear algebra operations for MicroPython (Python3) | 32 |