lvwerra / distilbert-imdb

huggingface.co
Total runs: 336.6K
24-hour runs: 0
7-day runs: -133.6K
30-day runs: -127.0K
Model's Last Updated: January 25 2023
text-classification

Introduction of distilbert-imdb

Model Details of distilbert-imdb

distilbert-imdb

This model is a fine-tuned version of distilbert-base-uncased on the imdb dataset (training notebook is here ). It achieves the following results on the evaluation set:

  • Loss: 0.1903
  • Accuracy: 0.928
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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.2195 1.0 1563 0.1903 0.928
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of lvwerra distilbert-imdb on huggingface.co

336.6K
Total runs
0
24-hour runs
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3-day runs
-133.6K
7-day runs
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30-day runs

More Information About distilbert-imdb huggingface.co Model

More distilbert-imdb license Visit here:

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

distilbert-imdb huggingface.co

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

distilbert-imdb huggingface.co Url

https://huggingface.co/lvwerra/distilbert-imdb

lvwerra distilbert-imdb online free

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

lvwerra distilbert-imdb online free url in huggingface.co:

https://huggingface.co/lvwerra/distilbert-imdb

distilbert-imdb install

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

distilbert-imdb install url in huggingface.co:

https://huggingface.co/lvwerra/distilbert-imdb

Url of distilbert-imdb

distilbert-imdb huggingface.co Url

Provider of distilbert-imdb huggingface.co

lvwerra
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