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bert_binary_token_classification_model – AI Model by sjtukai | AlphaNeural AI | AlphaNeural AI
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bert_binary_token_classification_model
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transformers
tensorboard
safetensors
bert
token-classification
generated_from_trainer
google-bert/bert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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bert_binary_token_classification_model
This model is a fine-tuned version of
bert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1808
Precision: 0.8246
Recall: 0.5132
F1: 0.6327
Accuracy: 0.9557
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
No log
1.0
213
0.1390
0.7982
0.5184
0.6286
0.9544
No log
2.0
426
0.1808
0.8246
0.5132
0.6327
0.9557
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
