---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: Team-Gryffindor-DistilBERT-finetuned-ner-creditcardcontract
  results: []
---

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# Team-Gryffindor-DistilBERT-finetuned-ner-creditcardcontract

This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/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