Skip to content

Conversation

@salmanmaq
Copy link

This is a WIP implementation of converting a multimodal model (LayoutLMv3) to CoreML. While I was able to adapt the library to convert the model, the resulting model doesn't predict correctly (testing in both Swift on mobile as well as with coremltools in Python). I would appreciate any feedback to make it work.

I had to patch two pytorch ops:

  1. clip: As it's an alias of clamp, I reused the same code from coremltools here.
  2. one_hot: I used some help from Copilot and LLMs to write this and make it work. However, I am not sure if it's the correct implementation. I suspect that the error might lie in this one.

@salmanmaq salmanmaq force-pushed the layoutlmv3_coreml branch from cba732f to f1135dc Compare June 10, 2024 05:58
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant