ggml

by ggml-org · Machine Learning

Tensor library for machine learning

New0 ratings15,299 starsActive
Machine LearningAI ApplicationC++C
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About this project

ggml Tensor library for machine learning Quick start Build from source: For a minimal, fully commented example (matrix multiplication), see examples/simple. Description The main goal of ggml is to be a simple, portable, and efficient tensor library for machine learning with minimal setup. — Plain C/C++ implementation without any dependencies — Cross-platform - x86, ARM, RISC-V, LoongArch, PowerPC, s390x, and WebAssembly — SIMD-optimized kernels for x86, ARM, and RISC-V — Broad backend support - CPU, GPU, NPU, and browser — 2- to 8-bit integer quantization, plus MXFP4 and NVFP4 microscaling formats — Zero memory allocations during runtime Documentation — The GGUF…

Technologies

C++CGLSLCudamachine-learningMetal

Project health

Actively maintained
Last update4 days ago
Contributors445
Latest releasev0.23.0
Open issues & PRs358
LicenseMIT
On GitHubsince 2022

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