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mymodel – AI Model by H336104 | AlphaNeural AI
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H336104
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mymodel
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transformers
tensorboard
safetensors
bert
token-classification
generated_from_trainer
conll2003
google-bert/bert-base-uncased
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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mymodel
This model is a fine-tuned version of
bert-base-uncased
on the conll2003 dataset. It achieves the following results on the evaluation set:
Loss: 0.0913
F1: 0.8445
Precision: 0.8428
Recall: 0.8473
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: 32
eval_batch_size: 32
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
F1
Precision
Recall
No log
1.0
439
0.1035
0.8336
0.8340
0.8570
0.1502
2.0
878
0.0913
0.8445
0.8428
0.8473
Framework versions
Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.1
