FIX active_adapters for transformers models #1975
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Fixes the error reported here:
huggingface/transformers#30790 (comment)
Unfortunately, transformers models have an active_adapters method but it's 1) not a property and 2) calling it fails because the base model (usually) has no loaded adapter. The base model can be a transformers model for prompt learning, where the base model is not wrapped in a LoraModel or similar. Therefore, this special case needs to be handled separately.