salesforce / ALBEF

Code for ALBEF: a new vision-language pre-training method
BSD 3-Clause "New" or "Revised" License
1.46k stars 193 forks source link

Add Docker environment & web demo #63

Closed chenxwh closed 2 years ago

chenxwh commented 2 years ago

This pull request makes it possible to run your model inside a Docker environment, which makes it easier for other people to run it. We're using an open source tool called Cog to make this process easier.

This also means we can make a web page where other people can try out your model! View it here: https://replicate.com/salesforce/albef. You can find the docker file under the tab ‘run model with docker’.

We have added the visualisation demo to the page, but do claim the page so you can own the page, add functionality or any future update to the web demo, customise the Example gallery as you like, and we'll feature it on our website and tweet about it too. You can find the 'Claim this model' button on the top of the page. Any member of the salesforce organisation on GitHub can claim the model ~

In case you're wondering who I am, I'm from Replicate, where we're trying to make machine learning reproducible. We got frustrated that we couldn't run all the really interesting ML work being done. So, we're going round implementing models we like. 😊

LiJunnan1992 commented 2 years ago

Thanks @CJWBW