bert : various improvements #3
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Outdated suggestions cannot be applied.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.
I ran the instructions following the README on a MacOS device and found some minor issues
The
V
tensor does not need to be transposed explicitly - it can be done earlier during theggml_permute()
. This should improve the performance a little bit since it will save an extra copyRegarding the
ggml_soft_max_ext()
change that I mentioned in thellama.cpp
issue - it's not going to work because it assumes the mask can be broadcasted across the batches, but it is not the case here. So the way it is implemented is good