Fix FSDP for GPTQ-LoRA and Fused Ops #1
Closed
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Outdated suggestions cannot be applied.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.
As foundation-model-stack#15 mentions there is a casting issue when using GPTQ-LoRA and Fused ops.
This issue occurs in fused ops because we bypass the base layer's forward, which we introduced a
reinterpret_cast
in the above mentioned issue:patch_forward_to_view_attributes_before_call
to allow us to patch multiple submodules, this is needed for fused ops because these fowards trigger on the attention module, not on the linear modules directly.