pgajo/mdeberta_EW-TT-PE_U0_S1_Tingredient_DROP1_mdeberta_E4_DEV96.0

Model description:

Model: microsoft/mdeberta-v3-base

Dataset: TASTEset

Unshuffled ratio: ['0']

Shuffled ratio: ['1']

Best exact match epoch: 4

Best exact match: 96.43

Best epoch: 4

Drop duplicates: ['1']

Max epochs = 10

Optimizer lr = 3e-05

Optimizer eps = 1e-08

Batch size = 8

Dataset path = pgajo/EW-TT-PE_U0_S1_Tingredient_DROP1_mdeberta

Results

epoch	train_loss	train_f1	train_exact	dev_loss	dev_f1	dev_exact	test_loss	test_f1	test_exact
1	2.23	40.25	31.82	0.36	91.75	88.46	0	0	0
2	0.27	92.71	90.01	0.19	95.5	93.68	0	0	0
3	0.1	96.91	95.73	0.15	97.05	95.88	0	0	0
4	0.06	98.38	97.45	0.12	96.95	96.43	0	0	0
5	0.05	98.66	97.66	0.15	96.43	93.68	0	0	0
6	0.06	98.48	97.66	0.14	95.86	94.51	0	0	0
7	0.04	98.85	98.28	0.17	95.83	95.05	0	0	0