Handle num_items_in_batch in Mistral's forward #34576
Open
Conversation
This file contains 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
This PR enables handling loss keyword arguments in the Mistral forward() method. Specifically, if `num_items_in_batch` is passed, the value is used to properly normalize the loss value. This relates to the Gradient Accumulation fix (huggingface#34191) Fixes huggingface#34575
gheinrich
force-pushed
the
dev/mistral-num-items-in-batch
branch
from
adf418a
to
a4faa09
Compare
|
cc @muellerzr for the GA fix as well! |
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Outdated suggestions cannot be applied.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.
What does this PR do?
This PR enables handling loss keyword arguments in the Mistral model's
forward()method.Specifically, if
num_items_in_batchis passed, the value is used to properly normalize the loss value.This relates to the Gradient Accumulation fix (#34191)
Fixes #34575
cc @ArthurZucker as it relates to text models.