perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch (by lucidrains)
Add to my DEV experience Artificial intelligence Deep Learning attention-mechanism
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perceiver-pytorch reviews and mentions

Posts with mentions or reviews of perceiver-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-11.
  • /r/StableDiffusion – Mod here – My side of the story
    3 projects | news.ycombinator.com | 11 Oct 2022
    I think that's confusing between:

    1. Accusations that AUTOMATIC1111 (the web frontend developer) copied code from the NovelAI leak relating to the loading of hypernetworks

    2. Anlatan (company behind NovelAI) copying code from AUTOMATIC1111's repo, which does not have a permissive license, relating to the weighting of words

    The third party MIT-licensed code is relevant to #1. Some code AUTOMATIC1111 was accused of copying from the leak (https://i.imgur.com/r1AkvBG.png) actually already appears in multiple older permissively-licensed public repos (https://github.com/lucidrains/perceiver-pytorch/blame/main/p..., https://github.com/CompVis/stable-diffusion/blob/main/ldm/mo...), one of which was credited in the readme by AUTOMATICC1111.

    For #2, the Anlatan CEO blamed it on an intern (https://i.imgur.com/BFjKG1V.png). The leak shows that the offending code was committed by the CEO (https://i.imgur.com/aLiA2tr.png), which doesn't necessarily rule it out originating from an intern (e.g: "send me the code over teams to review and I'll add it") but doesn't look great.

    From other examples I'd say AUTOMATIC1111 did get a bit sloppy in terms of not following clean-room design regarding the leak, but I'm inclined to give some leeway to a solo developer making a hugely popular public tool for free.

  • [Hobby Scuffles] Week of October 10, 2022
    2 projects | /r/HobbyDrama | 11 Oct 2022
    Auto refuses to comply, and explains that the code he wrote is based upon research and development that was done quite some time ago already and is open-source. The function in question was published on December 21, 2021 here: https://github.com/CompVis/latent-diffusion/commit/e66308c7f2e64cb581c6d27ab6fbeb846828253b. But that is in fact still not the original source. The original source code was published on On August 3, 2021 here: https://github.com/lucidrains/perceiver-pytorch. The original code's license allows commercial use, so nobody is wrong for using it. The license can be read here: https://github.com/lucidrains/perceiver-pytorch/blob/main/LICENSE.
  • Creators of AI Art generator exclude Automatic1111 when his work eclipses their own in popularity. Appearing to be moving to /r/sdforall (+2000 users in 8 hours). Automatic1111's windows install supports features unpopular with the original authors that are ultimately open source (sources below).
    2 projects | /r/SubredditDrama | 11 Oct 2022
  • Show HN: InvokeAI, an open source Stable Diffusion toolkit and WebUI
    16 projects | news.ycombinator.com | 10 Oct 2022
    This is the file in that other repo that the code actually seems to originate from https://github.com/lucidrains/perceiver-pytorch/blame/main/p...

    As you can see, that repo from 2 years ago even originates the "# attention, what we cannot get enough of" comment and is an exact 1:1 match to Automatics commit, while the one from NovelAI even has a small change in the if clause that Automatic doesn't have.

  • AUTOMATIC111 Code reference
    6 projects | /r/StableDiffusion | 9 Oct 2022
    from the original repo, as posted by OP https://github.com/lucidrains/perceiver-pytorch/blob/main/LICENSE
  • Recent announcement from Emad
    11 projects | /r/StableDiffusion | 8 Oct 2022
    From a quick search, a big part of the other code also seems to be basic boilerplate? For example half the lines match exactly to https://github.com/lucidrains/perceiver-pytorch/blob/main/perceiver_pytorch/perceiver_pytorch.py
  • [D] Handling variable number of outputs in an NN
    1 project | /r/MachineLearning | 24 Feb 2022
    You want Perceiver IO (GitHub) (Paper). It's specifically intended to generate arbitrary shape outputs (and to accept arbitrary shape inputs).
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    www.influxdata.com | 2 May 2024
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Basic perceiver-pytorch repo stats
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8 months ago

lucidrains/perceiver-pytorch is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of perceiver-pytorch is Python.

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