BothBosu / roberta-scam-classifier-v1.0

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 1
30-day runs: 1
Model's Last Updated: May 23 2024
text-classification

Introduction of roberta-scam-classifier-v1.0

Model Details of roberta-scam-classifier-v1.0

roberta-scam-classifier-v1.0

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

  • Loss: 0.0001
  • 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: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 160 0.0460 {'accuracy': 0.99375} {'precision': 0.9938271604938272} {'recall': 0.99375} {'f1': 0.9937497558498378}
No log 2.0 320 0.0001 {'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 roberta-scam-classifier-v1.0 on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
1
30-day runs

More Information About roberta-scam-classifier-v1.0 huggingface.co Model

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roberta-scam-classifier-v1.0 huggingface.co

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

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https://huggingface.co/BothBosu/roberta-scam-classifier-v1.0

BothBosu roberta-scam-classifier-v1.0 online free

roberta-scam-classifier-v1.0 huggingface.co is an online trial and call api platform, which integrates roberta-scam-classifier-v1.0's modeling effects, including api services, and provides a free online trial of roberta-scam-classifier-v1.0, you can try roberta-scam-classifier-v1.0 online for free by clicking the link below.

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https://huggingface.co/BothBosu/roberta-scam-classifier-v1.0

roberta-scam-classifier-v1.0 install

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

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