---
{}
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Model description:


    Model: pgajo/mbert-xlwa-en-it

    Dataset: TASTEset

    Unshuffled ratio: ['0']

    Shuffled ratio: ['1']

    Best exact match epoch: 7

    Best exact match: 92.03

    Best epoch: 7

    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_P0.75_DROP1_mbert

    

Results

|   epoch |   train_loss |   train_f1 |   train_exact |   dev_loss |   dev_f1 |   dev_exact |   test_loss |   test_f1 |   test_exact |
|--------:|-------------:|-----------:|--------------:|-----------:|---------:|------------:|------------:|----------:|-------------:|
|       1 |         0.77 |      79.53 |         64.94 |       0.37 |    91.6  |       84.62 |           0 |         0 |            0 |
|       2 |         0.2  |      94.44 |         89.6  |       0.33 |    94.44 |       90.11 |           0 |         0 |            0 |
|       3 |         0.09 |      97.64 |         95.59 |       0.4  |    92.83 |       89.01 |           0 |         0 |            0 |
|       4 |         0.05 |      98.68 |         97.38 |       0.36 |    94.19 |       90.11 |           0 |         0 |            0 |
|       5 |         0.03 |      99.32 |         98.42 |       0.35 |    94.34 |       90.38 |           0 |         0 |            0 |
|       6 |         0.04 |      98.92 |         98.14 |       0.42 |    95    |       90.38 |           0 |         0 |            0 |
|       7 |         0.02 |      99.38 |         98.9  |       0.43 |    94.68 |       92.03 |           0 |         0 |            0 |
|       8 |         0.01 |      99.59 |         99.31 |       0.39 |    94.85 |       90.93 |           0 |         0 |            0 |
|       9 |         0.02 |      99.77 |         99.72 |       0.42 |    94.61 |       91.21 |           0 |         0 |            0 |
|      10 |         0.02 |      99.18 |         98.55 |       0.42 |    95.15 |       91.76 |           0 |         0 |            0 |