pgajo/mbert-xlwa-en-it_EW-TT-PE_U0_S1_Tingredient_P0.5_DROP1_mbert_E6_DEV88.0

Model description:

Model: pgajo/mbert-xlwa-en-it

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 6

Best exact match: 87.91

Best epoch: 6

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_P0.5_DROP1_mbert

Results

epoch	train_loss	train_f1	train_exact	dev_loss	dev_f1	dev_exact	test_loss	test_f1	test_exact
1	0.98	73.38	55.72	0.51	86.17	77.2	0	0	0
2	0.28	92.14	84.71	0.51	88.01	83.24	0	0	0
3	0.11	96.68	93.46	0.5	89.94	85.71	0	0	0
4	0.06	98.29	96.07	0.48	90.93	86.54	0	0	0
5	0.06	98.54	97.52	0.53	89.68	84.89	0	0	0
6	0.02	99.16	98.62	0.53	90.77	87.91	0	0	0
7	0.03	98.97	98.07	0.52	91.21	87.64	0	0	0
8	0.03	99.05	98.48	0.48	90.62	85.44	0	0	0
9	0.02	99.44	98.9	0.44	91.72	87.09	0	0	0