Coder Social home page Coder Social logo

Update endpoint about masakhane-web HOT 2 OPEN

dsfsi avatar dsfsi commented on June 9, 2024
Update endpoint

from masakhane-web.

Comments (2)

lastrucci01 avatar lastrucci01 commented on June 9, 2024

@Zenthon @vukosim
Ishe has finished the Sentence Alignment on the gov-za multilingual so he'll jump ahead of me and work on Masakhane.
However, I do have an idea for masakhane on this bug so I just want to document it so Ishe might try it out.

We have the suspicion that the program runs out of memory when trying to add multiple models so perhaps we can try only dealing with one model at a time.

You can use python manage.py add_language to add language refs to the database and download them. Perhaps the /update endpoint should just be for downloading the models that have references in the database.

Note: when you python manage.py remove_language you should delete the directory storing the model for data coherence.

Once the models are downloaded, the client should list what models are available for translation.
When the user picks a model - say eng-swa only that model should be loaded into memory.
If the user picks another model - say eng-tiv, the old model should be overwritten and the new one placed into memory.

My only concern with this approach is that it takes a long time to load a model and that might affect UX.

from masakhane-web.

idzingirai avatar idzingirai commented on June 9, 2024

@Kabongosalomon It seems that some of the language models config files are incorrect(their checkpoint files parameters are wrong or missing) hence why you can't add some language models such as the en-ln- model

I have tested however that you can add multiple languages at once.
Example:

  1. en-sw-JW300 (Swahili)
  2. en-tiv- (Tiv)
  3. en-iso- (Isoko)

All 3 of those models were loaded at the same time without issues

from masakhane-web.

Related Issues (20)

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.