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Model description:
Model: pgajo/mdeberta-xlwa-en-it
Dataset: TASTEset
Unshuffled ratio: ['0']
Shuffled ratio: ['1']
Best exact match epoch: 4
Best exact match: 97.8
Best epoch: 4
Drop duplicates: ['1']
Max epochs = 10
Optimizer lr = 3e-05
Optimizer eps = 1e-08
Batch size = 8
Dataset path = pgajo/EW-TT-PE_U0_S1_Tingredient_P0.75_DROP1_mdeberta
Results
| epoch | train_loss | train_f1 | train_exact | dev_loss | dev_f1 | dev_exact | test_loss | test_f1 | test_exact |
|--------:|-------------:|-----------:|--------------:|-----------:|---------:|------------:|------------:|----------:|-------------:|
| 1 | 0.39 | 90.33 | 82.92 | 0.14 | 97.6 | 96.43 | 0 | 0 | 0 |
| 2 | 0.09 | 98.28 | 96.49 | 0.15 | 97.23 | 96.15 | 0 | 0 | 0 |
| 3 | 0.05 | 98.86 | 98.07 | 0.12 | 97.96 | 96.98 | 0 | 0 | 0 |
| 4 | 0.02 | 99.22 | 98.9 | 0.15 | 98.27 | 97.8 | 0 | 0 | 0 |
| 5 | 0.04 | 99.32 | 98.35 | 0.15 | 97.45 | 96.43 | 0 | 0 | 0 |
| 6 | 0.02 | 99.64 | 99.04 | 0.19 | 97.74 | 96.43 | 0 | 0 | 0 |
| 7 | 0.01 | 99.84 | 99.59 | 0.16 | 97.69 | 96.7 | 0 | 0 | 0 | |