The goal here is to be able to generate our training data on TRC using zephyr.
We only need to do this for the most recent document type, contacts-and-distances-v1. Previously I generated this data on a single node (a google cloud high memory node) and then uploaded it to huggingface here. The code I used to generate it is here.
I am porting the code to generate this document type over to MarinFold (#4 ) where it will live in document-structures/. The implementation there will have just the business logic of converting a structure (mmcif format) into a document (text), but it won't handle any of the zephyr stuff.
My thought here is to make data/ into a small library with the functionality needed to run any document structure's generation step on zephyr and store the results in gcs and/or huggingface. Then we would have a little experiment (initially in experiments/ and then graduating into data/ once done) that exercises the library to generate the contacts-and-distances-v1 dataset on zepyr.
This is blocked currently on me finishing the port of the implementation in document-structures/ but I will update this issue once that is done, which should be soon.
The goal here is to be able to generate our training data on TRC using zephyr.
We only need to do this for the most recent document type,
contacts-and-distances-v1. Previously I generated this data on a single node (a google cloud high memory node) and then uploaded it to huggingface here. The code I used to generate it is here.I am porting the code to generate this document type over to MarinFold (#4 ) where it will live in
document-structures/. The implementation there will have just the business logic of converting a structure (mmcif format) into a document (text), but it won't handle any of the zephyr stuff.My thought here is to make
data/into a small library with the functionality needed to run any document structure's generation step on zephyr and store the results in gcs and/or huggingface. Then we would have a little experiment (initially inexperiments/and then graduating intodata/once done) that exercises the library to generate thecontacts-and-distances-v1dataset on zepyr.This is blocked currently on me finishing the port of the implementation in
document-structures/but I will update this issue once that is done, which should be soon.