OpenNMT / OpenNMT/CTranslate2

Support for DeBERTa Models

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#1,452 2 comments 0 reactions 0 assignees View on GitHub

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enhancement
Dominant language
C++
Stars
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Forks
536
Avg merge
12h 12m
Merged PRs (30d)
4

Description

Hi,

Is there anyway to convert DeBERTa models to Ctranslate2 since the architecture is close somehow to BERT?

Currently the conversion command ct2-transformers-converter produce this error: No conversion is registered for the model configuration DebertaV2Config.

Thanks

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names the ct2-transformers-converter entry point and the DebertaV2Config registration error; start by tracing model-configuration handling there. Done means the conversion command accepts DeBERTa models without this error and produces a converted model.

Written by the indexing model from the issue text.

Assessment

Domain
machine-learning, tooling
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
30/100

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