pgajo/mbert-xlwa-en-it_EW-TT-PE_U0_S1_Tingredient_DROP1_mbert_E6_DEV85.0

Model description:

Model: pgajo/mbert-xlwa-en-it

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 6

Best exact match: 84.89

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_DROP1_mbert

Results

epoch	train_loss	train_f1	train_exact	dev_loss	dev_f1	dev_exact	test_loss	test_f1	test_exact
1	1.29	64.97	47.04	0.56	81.58	71.7	0	0	0
2	0.44	86.17	76.17	0.48	85.76	78.57	0	0	0
3	0.2	94.29	89.39	0.51	88.31	81.87	0	0	0
4	0.11	96.45	93.66	0.49	88.36	82.69	0	0	0
5	0.08	97.25	95.25	0.56	88.42	82.42	0	0	0
6	0.05	98.35	96.97	0.55	89.65	84.89	0	0	0
7	0.04	99.06	98.14	0.56	88.35	83.79	0	0	0
8	0.02	99.37	99.04	0.63	88.79	84.07	0	0	0
9	0.02	99.31	98.9	0.63	89.55	84.62	0	0	0