GithubHelp home page GithubHelp logo

Comments (4)

lucidrains avatar lucidrains commented on May 27, 2024

oh no way, can you point to me where in his code that he does this?

from hourglass-transformer-pytorch.

lucidrains avatar lucidrains commented on May 27, 2024

would be happy to add it as an option if so

from hourglass-transformer-pytorch.

vvvm23 avatar vvvm23 commented on May 27, 2024

I didn't actually look at their original implementation, I just saw this detail in the paper.

My Jax knowledge isn't great, but I think they probably did it by changing the attention wrapper used when initialising the transformer here with something like this.

from hourglass-transformer-pytorch.

vvvm23 avatar vvvm23 commented on May 27, 2024

Relevant excerpt from paper:

We replace relative attention in vanilla layers by LSH attention (...), which allows us to handle 12288-long sequences. To achieve relative attention parametrization, the LSH attention is combined with rotary positional embeddings (...). In shortened layers, standard relative attention is used.

My pull request doesn't actually handle LSH attention though 🤔

from hourglass-transformer-pytorch.

Related Issues (2)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.