bsc-bio-ehr-es-finetuned-clinais-v2

joheras/bsc-bio-ehr-es-finetuned-clinais-v2

bsc-bio-ehr-es-finetuned-clinais-v2 is a fill-mask model from joheras. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Fill-Mask
Library: transformers
License: apache-2.0
Model type: roberta
Access: Public
Created: May 3, 2023
Updated: May 3, 2023
SHA: 7212c7e8

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Model card

From the Hugging Face model README

bsc-bio-ehr-es-finetuned-clinais-v2

This model is a fine-tuned version of PlanTL-GOB-ES/bsc-bio-ehr-es on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3436

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	867	1.3567
1.4155	2.0	1734	1.3212
1.4155	3.0	2601	1.2980
1.3263	4.0	3468	1.2628
1.3263	5.0	4335	1.2692

Framework versions

Transformers 4.25.1
Pytorch 1.13.0
Datasets 2.8.0
Tokenizers 0.12.1

Task: Fill-Mask
Library: transformers
Type: roberta
License: apache-2.0
Created: May 3, 2023
Updated: May 3, 2023