FEAT: Allow ignoring mismatched sizes when loading #1620
Merged
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
When users pass ignore_mismatched_sizes=True to PeftModel.from_pretrained, the mismatched tensors will be ignored instead of raising an error. This is in line with how transformers handles this argument.
|
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
pacman100
approved these changes
Apr 8, 2024
There was a problem hiding this comment.
Thank you @BenjaminBossan for supporting ignore_mismatched_sizes flag when loading PEFT models!
1 task
Guy-Bilitski
pushed a commit
to Guy-Bilitski/peft
that referenced
this pull request
May 13, 2025
When users pass ignore_mismatched_sizes=True to PeftModel.from_pretrained, the mismatched tensors will be ignored instead of raising an error. This is in line with how transformers handles this argument.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Resolves #1605
When users pass
ignore_mismatched_sizes=TruetoPeftModel.from_pretrained, the mismatched tensors will be ignored instead of raising an error. This is in line with how transformers handles this argument.