bsc-bio-ehr-es-finetuned-ner-1

This model is a fine-tuned version of PlanTL-GOB-ES/bsc-bio-ehr-es on the shared-task dataset. It achieves the following results on the evaluation set:

• Loss: 0.6021
• Precision: 0.2851
• Recall: 0.3560
• F1: 0.3166
• Accuracy: 0.8444

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: 5e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	59	0.6644	0.2234	0.2600	0.2403	0.8198
No log	2.0	118	0.5786	0.1997	0.2507	0.2223	0.8331
No log	3.0	177	0.6083	0.2732	0.3187	0.2942	0.8379
No log	4.0	236	0.6032	0.2855	0.3486	0.3139	0.8366
No log	5.0	295	0.6021	0.2851	0.3560	0.3166	0.8444

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu118
• Datasets 2.11.0
• Tokenizers 0.13.3