BothBosu / bert-agent-suspect-only-scam-classifier-v1.0

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 2
30-day runs: 2
Model's Last Updated: July 24 2024
text-classification

Introduction of bert-agent-suspect-only-scam-classifier-v1.0

Model Details of bert-agent-suspect-only-scam-classifier-v1.0

bert-agent-suspect-only-scam-classifier-v1.0

This model is a fine-tuned version of google-bert/bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0188
  • Accuracy: {'accuracy': 0.996875}
  • Precision: {'precision': 0.996894409937888}
  • Recall: {'recall': 0.996875}
  • F1: {'f1': 0.9968749694821237}
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: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 160 0.0118 {'accuracy': 0.996875} {'precision': 0.996894409937888} {'recall': 0.996875} {'f1': 0.9968749694821237}
No log 2.0 320 0.0107 {'accuracy': 0.996875} {'precision': 0.996894409937888} {'recall': 0.996875} {'f1': 0.9968749694821237}
No log 3.0 480 0.0091 {'accuracy': 0.996875} {'precision': 0.996894409937888} {'recall': 0.996875} {'f1': 0.9968749694821237}
0.0304 4.0 640 0.0182 {'accuracy': 0.996875} {'precision': 0.996894409937888} {'recall': 0.996875} {'f1': 0.9968749694821237}
0.0304 5.0 800 0.0188 {'accuracy': 0.996875} {'precision': 0.996894409937888} {'recall': 0.996875} {'f1': 0.9968749694821237}
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of BothBosu bert-agent-suspect-only-scam-classifier-v1.0 on huggingface.co

9
Total runs
0
24-hour runs
-2
3-day runs
2
7-day runs
2
30-day runs

More Information About bert-agent-suspect-only-scam-classifier-v1.0 huggingface.co Model

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bert-agent-suspect-only-scam-classifier-v1.0 huggingface.co is an AI model on huggingface.co that provides bert-agent-suspect-only-scam-classifier-v1.0's model effect (), which can be used instantly with this BothBosu bert-agent-suspect-only-scam-classifier-v1.0 model. huggingface.co supports a free trial of the bert-agent-suspect-only-scam-classifier-v1.0 model, and also provides paid use of the bert-agent-suspect-only-scam-classifier-v1.0. Support call bert-agent-suspect-only-scam-classifier-v1.0 model through api, including Node.js, Python, http.

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bert-agent-suspect-only-scam-classifier-v1.0 install

bert-agent-suspect-only-scam-classifier-v1.0 is an open source model from GitHub that offers a free installation service, and any user can find bert-agent-suspect-only-scam-classifier-v1.0 on GitHub to install. At the same time, huggingface.co provides the effect of bert-agent-suspect-only-scam-classifier-v1.0 install, users can directly use bert-agent-suspect-only-scam-classifier-v1.0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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