🐕 Batch: Ersilia Pack Development

DhanshreeA commented 3 months ago

Summary

Ersilia Packer, a lightweight surrogate for BentoML's pack, using FastAPI.

Objective(s)

[x] Ersilia Model Packer
[x] Ersilia Model Linter
[x] Ersilia Model Server
[ ] Add unit tests: This will be covered here.

Relevant repository

Documentation

No response

GemmaTuron commented 1 week ago

Hi @DhanshreeA

A lot of work has been done in that front. Please update this issue with all the changes and new features before closing it when it is complete.

DhanshreeA commented 3 days ago

Ersilia Pack is now in a functional state. We have achieved the objectives of adding three main commands within this tool, namely,

ersilia_model_lint: To lint a newly incorporated model
ersilia_model_pack: To pack a model, in the same sense that we have BentoML to pack models, by creating a bundle with model source and checkpoints, along with creating a model server based on FastAPI.
ersilia_model_serve: To serve the model bundled in the previous step. This is mainly a wrapper around the FastAPI run command.

Addition of unit tests is yet an open task, however I think we can take this up in the contribution period as well since this is a very simple repository.

GemmaTuron commented 3 days ago

Please open a specific issue for unit testing and link it here

DhanshreeA commented 11 hours ago

I am closing this issue as we are going to handle unit testing in its separate issue within Ersilia Pack repo.

ersilia-os / ersilia