Dinithi / AgitationNotesClassification

huggingface.co
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30-day runs: 12
Model's Last Updated: September 04 2022
text-classification

Introduction of AgitationNotesClassification

Model Details of AgitationNotesClassification

AgitationNotesClassification

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

  • Loss: 0.4128
  • F1: 0.8690
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: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
0.6567 1.0 50 0.6130 0.6500
0.6056 2.0 100 0.5807 0.6763
0.5172 3.0 150 0.5398 0.6675
0.4206 4.0 200 0.4111 0.8355
0.3361 5.0 250 0.3977 0.8667
0.2919 6.0 300 0.3874 0.8780
0.2233 7.0 350 0.3928 0.8690
0.1953 8.0 400 0.3908 0.8690
0.1633 9.0 450 0.4076 0.86
0.1494 10.0 500 0.4128 0.8690
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of Dinithi AgitationNotesClassification on huggingface.co

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More Information About AgitationNotesClassification huggingface.co Model

More AgitationNotesClassification license Visit here:

https://choosealicense.com/licenses/mit

AgitationNotesClassification huggingface.co

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

AgitationNotesClassification huggingface.co Url

https://huggingface.co/Dinithi/AgitationNotesClassification

Dinithi AgitationNotesClassification online free

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

Dinithi AgitationNotesClassification online free url in huggingface.co:

https://huggingface.co/Dinithi/AgitationNotesClassification

AgitationNotesClassification install

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

AgitationNotesClassification install url in huggingface.co:

https://huggingface.co/Dinithi/AgitationNotesClassification

Url of AgitationNotesClassification

AgitationNotesClassification huggingface.co Url

Provider of AgitationNotesClassification huggingface.co

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