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my_awesome_ner-token_classification_v1.0.7-4 – AI Model by lilyyellow | AlphaNeural AI
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lilyyellow
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my_awesome_ner-token_classification_v1.0.7-4
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transformers
safetensors
electra
token-classification
generated_from_trainer
lilyyellow/my_awesome_ner-token_classification_v1.0.7-4
finetune
autotrain_compatible
endpoints_compatible
us
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my_awesome_ner-token_classification_v1.0.7-4
This model is a fine-tuned version of
lilyyellow/my_awesome_ner-token_classification_v1.0.7-4
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5084
Precision: 0.6376
Recall: 0.6915
F1: 0.6634
Accuracy: 0.8858
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: cosine
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.1297
1.9965
1156
0.4660
0.6384
0.6812
0.6591
0.8855
0.0986
3.9931
2312
0.5084
0.6376
0.6915
0.6634
0.8858
Framework versions
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1
