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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Sets up the basic logic for extending layers of pre-trained models.
The config file lets you specify which layers to merge by matching the names of the layers, or the types of the layers (or both). Both names and types form a hierarchical string like: GPTNeoXModel.ModuleList.GPTNeoXLayer, etc. These will string will attempt to be matched with wildcards via fnmatch. See the config.json for an example.
You can also automatically assign replacement of layers by shunting this logic to the static method: is_match, defined in the LayerExtender subclass.