pgajo/mbert_EW-TT-PE_U0_S1_Tingredient_P0.75_DROP1_mbert_E9_DEV89.0

Model description:

Model: bert-base-multilingual-cased

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 9

Best exact match: 89.29

Best epoch: 9

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	3.23	10.64	2.55	2.56	18.12	8.52	0	0	0
2	1.2	59	48.62	0.59	83.96	75.27	0	0	0
3	0.37	88.86	83.61	0.46	91.16	85.16	0	0	0
4	0.17	94.22	91.18	0.48	90.52	85.44	0	0	0
5	0.09	97.37	95.8	0.5	89.31	83.79	0	0	0
6	0.06	98.07	96.76	0.47	91.89	89.01	0	0	0
7	0.04	98.67	97.59	0.53	92.25	87.36	0	0	0
8	0.04	98.93	97.93	0.48	92.88	89.01	0	0	0
9	0.03	99.31	98.9	0.51	93.68	89.29	0	0	0
10	0.01	99.57	99.24	0.5	94.13	89.29	0	0	0