Add Composition Support to LoRA and (IA)³ #598
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calpt
changed the title
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Regarding the refactoring, I did a run with the backwards compatibility tests and they pass ✅ |
hSterz
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Nov 13, 2023
TimoImhof
approved these changes
Nov 17, 2023
Co-authored-by: TimoImhof <[email protected]>
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Follow-up to #591.
This PR provides initial support for adapter composition in LoRA & (IA)³ modules. Currently LoRA & (IA)³ don't support composition. With this PR, the following blocks will be supported: Stack, BatchSplit, Average, Parallel
Additionally, the LoRA implementation is refactored a bit in an effort to make it cleaner.
Limitations
LoRAMergedLinearimplementation. These currently are: GPT-2, DeBERTa (v1)TODO