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This PR adds the UniPELT adapter setup proposed in "UNIPELT: A Unified Framework for Parameter-Efficient Language Model Tuning" by Mao et al. (2022).
UniPELTConfig
class that inherits fromConfigUnion
use_gating
for LoRA, prefix tuning and adapters to add gates introduced by UniPELTshared_gating
for prefix tuning that determines whether all attention matrix prefixes share the same gateoutput_adapter_gating_scores
parameter for model forward pass to return computed gating scores