DuongTrongChi / facebook-commet-classification-small

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Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: -6
Model's Last Updated: 4월 11 2024
text-classification

Introduction of facebook-commet-classification-small

Model Details of facebook-commet-classification-small

facebook-commet-classification-small

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

  • Loss: 0.1605
  • Accuracy: 0.9427
  • F1: 0.7552
  • Precision: 0.8298
  • Recall: 0.6929
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: 3
  • eval_batch_size: 3
  • 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 F1 Precision Recall
0.2261 1.0 990 0.1605 0.9427 0.7552 0.8298 0.6929
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.2

Runs of DuongTrongChi facebook-commet-classification-small on huggingface.co

2
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0
24-hour runs
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3-day runs
0
7-day runs
-6
30-day runs

More Information About facebook-commet-classification-small huggingface.co Model

facebook-commet-classification-small huggingface.co

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

facebook-commet-classification-small huggingface.co Url

https://huggingface.co/DuongTrongChi/facebook-commet-classification-small

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https://huggingface.co/DuongTrongChi/facebook-commet-classification-small

facebook-commet-classification-small install

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

facebook-commet-classification-small install url in huggingface.co:

https://huggingface.co/DuongTrongChi/facebook-commet-classification-small

Url of facebook-commet-classification-small

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DuongTrongChi
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