keras-io / sentiment-analysis

huggingface.co
Total runs: 14
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30-day runs: 6
Model's Last Updated: September 12 2023
text-classification

Introduction of sentiment-analysis

Model Details of sentiment-analysis

keras-io/sentiment-analysis

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

  • Train Loss: 0.6865
  • Validation Loss: 0.7002
  • Train Accuracy: 0.4908
  • Epoch: 4
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:

  • optimizer: {'name': 'Adam', 'learning_rate': 1e-04, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32
Training results
Train Loss Validation Loss Train Accuracy Epoch
0.6865 0.6975 0.4908 0
0.6865 0.6973 0.4908 1
0.6865 0.6976 0.4908 2
0.6865 0.6975 0.4908 3
0.6865 0.7002 0.4908 4
Framework versions
  • Transformers 4.16.2
  • TensorFlow 2.7.0
  • Datasets 1.18.2
  • Tokenizers 0.11.0

Runs of keras-io sentiment-analysis on huggingface.co

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More Information About sentiment-analysis huggingface.co Model

More sentiment-analysis license Visit here:

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

sentiment-analysis huggingface.co

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

sentiment-analysis huggingface.co Url

https://huggingface.co/keras-io/sentiment-analysis

keras-io sentiment-analysis online free

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

keras-io sentiment-analysis online free url in huggingface.co:

https://huggingface.co/keras-io/sentiment-analysis

sentiment-analysis install

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

sentiment-analysis install url in huggingface.co:

https://huggingface.co/keras-io/sentiment-analysis

Url of sentiment-analysis

sentiment-analysis huggingface.co Url

Provider of sentiment-analysis huggingface.co

keras-io
ORGANIZATIONS

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