valurank / distilroberta-spam-comments-detection

huggingface.co
Total runs: 216
24-hour runs: 0
7-day runs: -178
30-day runs: -867
Model's Last Updated: July 30 2024
text-classification

Introduction of distilroberta-spam-comments-detection

Model Details of distilroberta-spam-comments-detection

distilroberta-spam-classification

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

  • Loss: 0.5630
  • F1: 0.9992
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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 12345
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 16
  • num_epochs: 3
  • mixed_precision_training: Native AMP
  • label_smoothing_factor: 0.5
Training results
Training Loss Epoch Step Validation Loss F1
0.5645 1.0 161 0.5647 0.9977
0.5636 2.0 322 0.5629 0.9992
0.5635 3.0 483 0.5630 0.9992
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of valurank distilroberta-spam-comments-detection on huggingface.co

216
Total runs
0
24-hour runs
-38
3-day runs
-178
7-day runs
-867
30-day runs

More Information About distilroberta-spam-comments-detection huggingface.co Model

More distilroberta-spam-comments-detection license Visit here:

https://choosealicense.com/licenses/apache-2.0

distilroberta-spam-comments-detection huggingface.co

distilroberta-spam-comments-detection huggingface.co is an AI model on huggingface.co that provides distilroberta-spam-comments-detection's model effect (), which can be used instantly with this valurank distilroberta-spam-comments-detection model. huggingface.co supports a free trial of the distilroberta-spam-comments-detection model, and also provides paid use of the distilroberta-spam-comments-detection. Support call distilroberta-spam-comments-detection model through api, including Node.js, Python, http.

distilroberta-spam-comments-detection huggingface.co Url

https://huggingface.co/valurank/distilroberta-spam-comments-detection

valurank distilroberta-spam-comments-detection online free

distilroberta-spam-comments-detection huggingface.co is an online trial and call api platform, which integrates distilroberta-spam-comments-detection's modeling effects, including api services, and provides a free online trial of distilroberta-spam-comments-detection, you can try distilroberta-spam-comments-detection online for free by clicking the link below.

valurank distilroberta-spam-comments-detection online free url in huggingface.co:

https://huggingface.co/valurank/distilroberta-spam-comments-detection

distilroberta-spam-comments-detection install

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

distilroberta-spam-comments-detection install url in huggingface.co:

https://huggingface.co/valurank/distilroberta-spam-comments-detection

Url of distilroberta-spam-comments-detection

distilroberta-spam-comments-detection huggingface.co Url

Provider of distilroberta-spam-comments-detection huggingface.co

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