umx.cpp

C++17 port of Open-Unmix-PyTorch with streaming LSTM inference, ggml, quantization, and Eigen (by sevagh)

Umx.cpp Alternatives

Similar projects and alternatives to umx.cpp

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better umx.cpp alternative or higher similarity.

umx.cpp reviews and mentions

Posts with mentions or reviews of umx.cpp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-13.
  • Show HN: Free AI-based music demixing in the browser
    7 projects | news.ycombinator.com | 13 Jul 2023
    Good question! So, I wasn't even thinking about WASM to begin with. When I saw llama.cpp and whisper.cpp on the front page of HN, I found the idea exciting - instead of neural networks being magic, I wanted to copy the ggml idea of parsing the PyTorch weights file myself and rewriting the inference code in a lower-level language than Python (or, it's even more accurate to say PyTorch, since there is so much matrix heavy lifting e.g. broadcasting or reshaping that is done for you automatically).

    That's when I wrote umx.cpp [1] (which is what this site is based on).

    On an unrelated project, a friend of mine mentioned WASM, and as I looked into it a bit more I thought trying to compile umx.cpp to WASM would be a great idea, since I only use Eigen (which is a header-only library that only depends on std).

    1: https://github.com/sevagh/umx.cpp

Stats

Basic umx.cpp repo stats
1
28
5.8
4 months ago

sevagh/umx.cpp is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of umx.cpp is C++.


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