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deberta-v3-large-ad-opentag-finetuned-ner-2epochs – AI Model by ABrinkmann | AlphaNeural AI
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ABrinkmann
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deberta-v3-large-ad-opentag-finetuned-ner-2epochs
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transformers
pytorch
deberta-v2
token-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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deberta-v3-large-ad-opentag-finetuned-ner-2epochs
This model is a fine-tuned version of
microsoft/deberta-v3-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0023
Precision: 0.9843
Recall: 0.9911
F1: 0.9877
Accuracy: 0.9996
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: 8
eval_batch_size: 8
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
0.0041
1.0
8909
0.0036
0.9746
0.9838
0.9792
0.9993
0.0032
2.0
17818
0.0023
0.9843
0.9911
0.9877
0.9996
Framework versions
Transformers 4.30.1
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3
