CS 639 HW4 Writeup: Fine-Tuning

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Baseline Full Fine-Tuning

1.3 Analysis and Plots

1.4 Comparative Study

1.5 Possible Reasons Behind Observations

Hyperparameter Sensitivity Study

2.3 Analysis and Plots

2.4 Comparative Study

2.5 Possible Reasons Behind Observations

Parameter-Efficient Fine-Tuning (PEFT)

3.3 Analysis and Plots

3.4 Comparative Study

3.5 Possible Reasons Behind Observations

Task 4: Cross-Dataset Generalisation

4.3 Analysis and Plots

4.4 Comparative Study

4.5 Possible Reasons Behind Observations

Data Efficiency Analysis

5.3 Analysis and Plots

5.4 Comparative Study

5.5 Possible Reasons Behind Observations