home-standard-results / frozen_norbert_128_0.001_512.txt
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norbert, 0.001, 128
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.3444238856434822 - MAE: 0.4473144306413011
Validation loss : 0.1780918845359017 - MAE: 0.3213518725445022
Epoch: 1
Training loss: 0.1740102858841419 - MAE: 0.3180066323013725
Validation loss : 0.16862716131350575 - MAE: 0.3134325374115343
Epoch: 2
Training loss: 0.16404450088739395 - MAE: 0.3074207459931283