roberta-base-biomedical-clinical-es-finetuned-ner

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-biomedical-clinical-es on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.1382

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: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 14

Training results

Training Loss	Epoch	Step	Validation Loss
0.3315	1.0	12	0.3878
0.2419	2.0	24	0.2655
0.175	3.0	36	0.1888
0.1441	4.0	48	0.1808
0.1111	5.0	60	0.1544
0.1064	6.0	72	0.1506
0.0962	7.0	84	0.1396
0.1367	8.0	96	0.1403
0.0303	9.0	108	0.1415
0.0741	10.0	120	0.1355
0.0554	11.0	132	0.1355
0.0542	12.0	144	0.1360
0.0292	13.0	156	0.1369
0.0188	14.0	168	0.1382

Framework versions

• Transformers 4.21.2
• Pytorch 1.12.1+cu113
• Datasets 2.4.0
• Tokenizers 0.12.1