valurank / distilroberta-offensive

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: -3
30-day runs: -29
Model's Last Updated: June 09 2022
text-classification

Introduction of distilroberta-offensive

Model Details of distilroberta-offensive

distilroberta-offensive

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

  • Loss: 0.4526
  • Acc: 0.8975
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: 20
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Acc
0.2321 1.0 1030 0.2404 0.9044
0.2539 2.0 2060 0.2139 0.9098
0.1997 3.0 3090 0.2561 0.9090
0.1663 4.0 4120 0.2409 0.9030
0.1515 5.0 5150 0.3000 0.9055
0.1035 6.0 6180 0.4170 0.9027
0.0466 7.0 7210 0.4526 0.8975
Framework versions
  • Transformers 4.11.3
  • Pytorch 1.10.1
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of valurank distilroberta-offensive on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
-3
7-day runs
-29
30-day runs

More Information About distilroberta-offensive huggingface.co Model

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distilroberta-offensive huggingface.co

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

distilroberta-offensive huggingface.co Url

https://huggingface.co/valurank/distilroberta-offensive

valurank distilroberta-offensive online free

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

valurank distilroberta-offensive online free url in huggingface.co:

https://huggingface.co/valurank/distilroberta-offensive

distilroberta-offensive install

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

distilroberta-offensive install url in huggingface.co:

https://huggingface.co/valurank/distilroberta-offensive

Url of distilroberta-offensive

distilroberta-offensive huggingface.co Url

Provider of distilroberta-offensive huggingface.co

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