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Team-Gryffindor-DistilBERT-finetuned-ner-creditcardcontract – AI Model by timhbach | AlphaNeural AI
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timhbach
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Team-Gryffindor-DistilBERT-finetuned-ner-creditcardcontract
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transformers
pytorch
tensorboard
distilbert
token-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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Team-Gryffindor-DistilBERT-finetuned-ner-creditcardcontract
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
eval_loss: 0.0231
eval_precision: 0.7448
eval_recall: 0.75
eval_f1: 0.7474
eval_accuracy: 0.9942
eval_runtime: 61.7618
eval_samples_per_second: 27.201
eval_steps_per_second: 3.4
epoch: 3.0
step: 5670
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: 3
Framework versions
Transformers 4.17.0
Pytorch 1.11.0+cpu
Datasets 2.0.0
Tokenizers 0.11.6
