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Outdated suggestions cannot be applied.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.
After removing the layer abstraction over the LoRA weights, we introduced a transpose operation, which meant we needed to be splitting on dim=1 rather than dim=0. This was causing tensor parallelism to break, affecting all deployments with more than one GPU.
This PR also fixes support for o_proj, which is row-parallel and needs to be split on dim=0. Previously, there was a bug preventing k_proj and o_proj from being picked up correctly, which is why this was missed.
Closes #46.