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EXP_3_MULTI_DISEASE_BIO_FULL-dmis-lab-biobert-v1.1 – AI Model by irebil | AlphaNeural AI
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EXP_3_MULTI_DISEASE_BIO_FULL-dmis-lab-biobert-v1.1
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transformers
safetensors
bert
token-classification
generated_from_trainer
dmis-lab/biobert-v1.1
finetune
endpoints_compatible
us
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EXP_3_MULTI_DISEASE_BIO-dmis-lab-biobert-v1.1
This model is a fine-tuned version of
dmis-lab/biobert-v1.1
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1311
Precision: 0.6867
Recall: 0.6331
F1: 0.6588
Accuracy: 0.9644
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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.1747
1.0
220
0.1701
0.6154
0.5565
0.5845
0.9575
0.1341
2.0
440
0.1374
0.6655
0.6218
0.6429
0.9628
0.1202
3.0
660
0.1311
0.6867
0.6331
0.6588
0.9644
Framework versions
Transformers 4.57.3
Pytorch 2.9.0+cu126
Datasets 4.0.0
Tokenizers 0.22.1
