AnswerDotAI / AnswerDotAI/RAGatouille

Fine-tune ColBERT using teacher scores

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#251 1 comment 1 reaction 0 assignees View on GitHub
Dominant language
Python
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Description

Thanks for making this framework!

I'd like to know if it is possible to fine-tune e.g. the answerai colbert v1 small model using a teacher model and its scores' instead of positive and negative documents?

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Research direction

The issue names no files, tests, or entry points, so first inspect the training-related parts of the repository and determine whether teacher scores are supported. Done would require a documented, tested decision about fine-tuning with teacher scores instead of positive and negative documents.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

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