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Model description:
Model: bert-base-multilingual-cased
Dataset: TASTEset
Unshuffled ratio: ['0']
Shuffled ratio: ['1']
Best exact match epoch: 10
Best exact match: 80.22
Best epoch: 10
Drop duplicates: ['1']
Max epochs = 10
Optimizer lr = 3e-05
Optimizer eps = 1e-08
Batch size = 32
Dataset path = pgajo/EW-TT-PE_U0_S1_Tingredient_P0.25_DROP1_mbert
Results
| epoch | train_loss | train_f1 | train_exact | dev_loss | dev_f1 | dev_exact | test_loss | test_f1 | test_exact |
|--------:|-------------:|-----------:|--------------:|-----------:|---------:|------------:|------------:|----------:|-------------:|
| 1 | 3.18 | 11.43 | 2.48 | 2.18 | 29.53 | 20.6 | 0 | 0 | 0 |
| 2 | 1.31 | 55.71 | 40.91 | 1.12 | 72.8 | 58.24 | 0 | 0 | 0 |
| 3 | 0.57 | 81.62 | 72.45 | 1.05 | 79.04 | 71.7 | 0 | 0 | 0 |
| 4 | 0.29 | 90.38 | 84.37 | 1.01 | 81.04 | 74.73 | 0 | 0 | 0 |
| 5 | 0.19 | 93.63 | 88.98 | 0.92 | 79.94 | 75 | 0 | 0 | 0 |
| 6 | 0.11 | 96.49 | 94.21 | 0.97 | 81.43 | 75.82 | 0 | 0 | 0 |
| 7 | 0.08 | 97.23 | 95.59 | 0.94 | 83.21 | 78.57 | 0 | 0 | 0 |
| 8 | 0.04 | 98.64 | 97.87 | 1.13 | 83.51 | 78.3 | 0 | 0 | 0 |
| 9 | 0.04 | 98.8 | 97.87 | 1.11 | 83.88 | 78.57 | 0 | 0 | 0 |
| 10 | 0.05 | 98.23 | 97.52 | 0.89 | 84.79 | 80.22 | 0 | 0 | 0 | |