AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning.
Han ZhouXingchen WanIvan VulicAnna KorhonenPublished in: Trans. Assoc. Comput. Linguistics (2024)
Keyphrases
- fine tuning
- fine tune
- viable alternative
- search space
- efficient search
- disk space
- search algorithm
- computationally efficient
- semi automatic
- computationally expensive
- search strategy
- search strategies
- query formulation
- cost effective
- solution space
- general purpose
- relational databases
- search mechanism
- digital libraries
- data streams
- fine tuned
- metadata