DeepESP-gpt2-spanish-tripadvisor

This model is a fine-tuned version of DeepESP/gpt2-spanish on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.5865

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: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss
0.8665	1.0	2089	0.7441
0.7336	2.0	4178	0.6916
0.6856	3.0	6267	0.6632
0.6559	4.0	8356	0.6446
0.6341	5.0	10445	0.6322
0.6169	6.0	12534	0.6213
0.6022	7.0	14623	0.6138
0.5896	8.0	16712	0.6096
0.5788	9.0	18801	0.6037
0.5692	10.0	20890	0.5989
0.5604	11.0	22979	0.5965
0.5528	12.0	25068	0.5941
0.5457	13.0	27157	0.5915
0.5392	14.0	29246	0.5900
0.5334	15.0	31335	0.5879
0.5285	16.0	33424	0.5875
0.524	17.0	35513	0.5870
0.5209	18.0	37602	0.5866
0.5179	19.0	39691	0.5867
0.5157	20.0	41780	0.5865

Framework versions

• Transformers 4.30.2
• Pytorch 2.0.1
• Datasets 2.13.0
• Tokenizers 0.13.3