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bert-base-NER-reptile-5-datasets-finetuned-ner – AI Model by Maxaontrix | AlphaNeural AI
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Maxaontrix
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bert-base-NER-reptile-5-datasets-finetuned-ner
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transformers
pytorch
tensorboard
bert
token-classification
generated_from_trainer
skript
autotrain_compatible
endpoints_compatible
us
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bert-base-NER-reptile-5-datasets-finetuned-ner
This model is a fine-tuned version of
sberbank-ai/bert-base-NER-reptile-5-datasets
on the skript dataset.
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: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
No log
1.0
298
0.4198
0.6385
0.5297
0.5790
0.8699
Framework versions
Transformers 4.20.1
Pytorch 1.12.0+cu113
Datasets 2.4.0
Tokenizers 0.12.1
