tinyml
Tracked open-source repos tagged tinyml, sorted by stars.
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Repos created in the last 90 days, tagged tinyml.
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- #1
Machine Learning Systems
★ 28,053+80Star change over the last 7 days - #2
Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK. Python, C# and JS(WASM) bindings available.
★ 2,086+0Star change over the last 7 days - #3
A lightweight header-only library for using Keras (TensorFlow) models in C++.
★ 1,128+0Star change over the last 7 days - #4
Z80-μLM is a 2-bit quantized language model small enough to run on an 8-bit Z80 processor. Train conversational models in Python, export them as CP/M .COM binaries, and chat with your vintage computer.
★ 1,117+1Star change over the last 7 days - #5
This is a list of interesting papers and projects about TinyML.
★ 1,032+1Star change over the last 7 days - #6★ 1,030+6Star change over the last 7 days
- #7
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
★ 955+2Star change over the last 7 days - #8★ 748+1Star change over the last 7 days
- #9
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
★ 711+0Star change over the last 7 days - #10
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
★ 605+0Star change over the last 7 days
