pgajo/mbert-xlwa-en-it_EW-TT-PE_U0_S1_Tingredient_P0.25_DROP1_mbert_E10_DEV87.0

Model description:

Model: pgajo/mbert-xlwa-en-it

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 10

Best exact match: 86.54

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	1.18	68.16	50.69	0.7	81.28	69.51	0	0	0
2	0.39	88.83	80.23	0.62	85.69	78.57	0	0	0
3	0.16	95.33	91.53	0.7	86.71	81.04	0	0	0
4	0.09	97.02	94.56	0.79	87.62	82.42	0	0	0
5	0.07	97.82	96.07	0.71	86.34	81.32	0	0	0
6	0.06	97.58	96.07	0.63	88.88	83.79	0	0	0
7	0.04	98.77	98	0.59	89.36	84.34	0	0	0
8	0.04	98.89	98.14	0.7	88.27	83.24	0	0	0
9	0.02	99.53	98.9	0.72	89.48	85.44	0	0	0
10	0.02	99.31	98.55	0.73	90.3	86.54	0	0	0