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biobertpt-all-finetuned-ner – AI Model by brunodorneles | AlphaNeural AI
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brunodorneles
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biobertpt-all-finetuned-ner
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transformers
pytorch
bert
token-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
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biobertpt-all-finetuned-ner
This model is a fine-tuned version of
pucpr/biobertpt-all
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.3721
Precision: 0.0179
Recall: 0.0149
F1: 0.0163
Accuracy: 0.6790
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
No log
1.0
1
2.7864
0.0091
0.0448
0.0152
0.3339
No log
2.0
2
2.5096
0.0097
0.0149
0.0118
0.6292
No log
3.0
3
2.3721
0.0179
0.0149
0.0163
0.6790
Framework versions
Transformers 4.12.0.dev0
Pytorch 1.9.1+cu102
Datasets 1.13.3
Tokenizers 0.10.3
