Etelis / CR_DistilBERT_5E

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: -5
Model's Last Updated: November 09 2022
text-classification

Introduction of CR_DistilBERT_5E

Model Details of CR_DistilBERT_5E

CR_DistilBERT_5E

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

  • Loss: 0.3663
  • Accuracy: 0.9
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6345 0.33 50 0.5656 0.66
0.4704 0.66 100 0.3705 0.82
0.3428 0.99 150 0.3186 0.8867
0.2272 1.32 200 0.2871 0.9
0.259 1.66 250 0.2975 0.8867
0.2583 1.99 300 0.3125 0.8867
0.1713 2.32 350 0.3146 0.8867
0.181 2.65 400 0.3602 0.8867
0.1868 2.98 450 0.3319 0.8933
0.1521 3.31 500 0.3413 0.8867
0.1153 3.64 550 0.3868 0.88
0.1238 3.97 600 0.3686 0.8867
0.1104 4.3 650 0.3674 0.8867
0.0881 4.64 700 0.3750 0.8867
0.1247 4.97 750 0.3663 0.9
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.3.2
  • Tokenizers 0.13.1

Runs of Etelis CR_DistilBERT_5E on huggingface.co

6
Total runs
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3-day runs
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7-day runs
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30-day runs

More Information About CR_DistilBERT_5E huggingface.co Model

More CR_DistilBERT_5E license Visit here:

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

CR_DistilBERT_5E huggingface.co

CR_DistilBERT_5E huggingface.co is an AI model on huggingface.co that provides CR_DistilBERT_5E's model effect (), which can be used instantly with this Etelis CR_DistilBERT_5E model. huggingface.co supports a free trial of the CR_DistilBERT_5E model, and also provides paid use of the CR_DistilBERT_5E. Support call CR_DistilBERT_5E model through api, including Node.js, Python, http.

CR_DistilBERT_5E huggingface.co Url

https://huggingface.co/Etelis/CR_DistilBERT_5E

Etelis CR_DistilBERT_5E online free

CR_DistilBERT_5E huggingface.co is an online trial and call api platform, which integrates CR_DistilBERT_5E's modeling effects, including api services, and provides a free online trial of CR_DistilBERT_5E, you can try CR_DistilBERT_5E online for free by clicking the link below.

Etelis CR_DistilBERT_5E online free url in huggingface.co:

https://huggingface.co/Etelis/CR_DistilBERT_5E

CR_DistilBERT_5E install

CR_DistilBERT_5E is an open source model from GitHub that offers a free installation service, and any user can find CR_DistilBERT_5E on GitHub to install. At the same time, huggingface.co provides the effect of CR_DistilBERT_5E install, users can directly use CR_DistilBERT_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

CR_DistilBERT_5E install url in huggingface.co:

https://huggingface.co/Etelis/CR_DistilBERT_5E

Url of CR_DistilBERT_5E

CR_DistilBERT_5E huggingface.co Url

Provider of CR_DistilBERT_5E huggingface.co

Etelis
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