Add ForwardContext
to wrap model forward pass
#267
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Outdated suggestions cannot be applied.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.
Depends on #257, depends on #263
This PR adds a new
ForwardContext
class which provides a thread-local context to the forward pass of a model. This context can be used to store information relevant to the current forward pass without the need to add new parameters to the method definitions.The context should be added to all adapter-supporting models by decorating the respective base model
forward()
methods with@ForwardContext.wrap
.This functionality is mainly for future use. Currently, it only replaces the
pre_transformer_forward()
method.