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.

GitHub

445 stars
16 watching
34 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
google/gemmlowpA small C++ library for low-precision matrix multiplication1,782
clmathlibraries/clblasA software library that enables developers to tap into the performance benefits of heterogeneous computing by providing an OpenCL interface for BLAS functions.845
biddata/bidmatA high-performance matrix library with CPU and GPU acceleration for data mining applications.265
akabe/slapA linear algebra library with type-based static size checking for matrix operations.88
kaneplusplus/bigmemoryA C++ library that provides efficient storage and manipulation of large matrices.126
libmir/mirA numerical library for scientific and machine learning applications.209
blindglobe/lisp-matrixA numerical algebra package for Common Lisp71
denosaurs/neoA matrix and linear algebra library accelerated by WebGPU and WASM for JavaScript development.67
blas-lapack-rs/openblas-srcProvides source code for building BLAS and LAPACK libraries via OpenBLAS78
uncomplicate/neanderthalA Clojure library providing optimized native libraries for fast matrix and linear algebra computations on CPU and GPU.1,079
versilov/matrexA fast and efficient matrix library for Elixir/Erlang with C implementation using CBLAS.479
numpi/hm-toolboxA toolbox implementing arithmetic operations for HODLR and HSS matrices in MATLAB.44
ist-daslab/marlinAn optimized FP16xINT4 matrix multiplication kernel for large language models655
thephoeron/bit-smasherA Common Lisp library providing functions and macros for handling bit vectors, arithmetic, type conversions, and measurements.53
jalawson/ulinalgA small size matrix handling module with linear algebra operations for MicroPython (Python3)32