bert_adaptation_peppa_pig

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-uncased on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.1252

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 11
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.9988	1.0	35	3.3062
2.7629	2.0	70	2.5193
2.4343	3.0	105	2.2689
2.2476	4.0	140	2.2579
2.0597	5.0	175	2.0931
2.0213	6.0	210	2.2532
1.9664	7.0	245	2.2784
1.9355	8.0	280	1.9707
1.823	9.0	315	1.9029
1.8287	10.0	350	1.9168
1.7948	11.0	385	1.8101

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu118
• Datasets 2.15.0
• Tokenizers 0.15.0