BothBosu / bert-gamma33-scam-classifier-v1.0

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: May 28 2024
text-classification

Introduction of bert-gamma33-scam-classifier-v1.0

Model Details of bert-gamma33-scam-classifier-v1.0

bert-gamma33-scam-classifier-v1.0

This model is a fine-tuned version of google-bert/bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0000
  • Accuracy: {'accuracy': 1.0}
  • Precision: {'precision': 1.0}
  • Recall: {'recall': 1.0}
  • F1: {'f1': 1.0}
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: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 160 0.0009 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
No log 2.0 320 0.0002 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
No log 3.0 480 0.0001 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0469 4.0 640 0.0001 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0469 5.0 800 0.0001 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0469 6.0 960 0.0000 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0001 7.0 1120 0.0000 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0001 8.0 1280 0.0000 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0001 9.0 1440 0.0000 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
0.0001 10.0 1600 0.0000 {'accuracy': 1.0} {'precision': 1.0} {'recall': 1.0} {'f1': 1.0}
Framework versions
  • Transformers 4.41.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of BothBosu bert-gamma33-scam-classifier-v1.0 on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-1
30-day runs

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bert-gamma33-scam-classifier-v1.0 is an open source model from GitHub that offers a free installation service, and any user can find bert-gamma33-scam-classifier-v1.0 on GitHub to install. At the same time, huggingface.co provides the effect of bert-gamma33-scam-classifier-v1.0 install, users can directly use bert-gamma33-scam-classifier-v1.0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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