pgajo/mdeberta-v3-base_mdeberta_EW-TT-PE_U0_S1_DROP1_E8_DEV93.0

Model description:

Model: microsoft/mdeberta-v3-base

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 8

Best exact match: 93.09

Best epoch: 8

Drop duplicates: ['1']

Max epochs = 10

Optimizer lr = 3e-05

Optimizer eps = 1e-08

Batch size = 8

Dataset path = pgajo/mdeberta_EW-TT-PE_U0_S1_DROP1

Results

epoch	train_loss	train_f1	train_exact	dev_loss	dev_f1	dev_exact	test_loss	test_f1	test_exact
1	1.95	48.6	40.98	0.46	85.03	81.22	0	0	0
2	0.36	88.68	85.63	0.39	90.41	89.23	0	0	0
3	0.25	91.68	89.5	0.36	90.08	88.12	0	0	0
4	0.13	95.32	94.4	0.29	91.88	90.61	0	0	0
5	0.09	97	96.27	0.3	93.72	92.54	0	0	0
6	0.09	97.04	96.34	0.37	91.44	89.78	0	0	0
7	0.07	97.2	96.61	0.29	92.68	91.99	0	0	0
8	0.05	98.34	98.06	0.33	93.5	93.09	0	0	0
9	0.03	98.67	98.55	0.35	93.67	91.99	0	0	0
10	0.02	99.33	98.96	0.4	93.54	92.54	0	0	0