judithrosell / ClinicalBERT_JNLPBA_NER

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Total runs: 8
24-hour runs: 0
7-day runs: 1
30-day runs: 5
Model's Last Updated: December 25 2023
token-classification

Introduction of ClinicalBERT_JNLPBA_NER

Model Details of ClinicalBERT_JNLPBA_NER

ClinicalBERT_JNLPBA_NER

This model is a fine-tuned version of medicalai/ClinicalBERT on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1713
  • Precision: 0.9452
  • Recall: 0.9354
  • F1: 0.9403
  • Accuracy: 0.9427
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.3475 1.0 582 0.1914 0.9330 0.9314 0.9322 0.9358
0.1835 2.0 1164 0.1746 0.9426 0.9332 0.9379 0.9408
0.158 3.0 1746 0.1713 0.9452 0.9354 0.9403 0.9427
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell ClinicalBERT_JNLPBA_NER on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
5
30-day runs

More Information About ClinicalBERT_JNLPBA_NER huggingface.co Model

ClinicalBERT_JNLPBA_NER huggingface.co

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

ClinicalBERT_JNLPBA_NER huggingface.co Url

https://huggingface.co/judithrosell/ClinicalBERT_JNLPBA_NER

judithrosell ClinicalBERT_JNLPBA_NER online free

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

judithrosell ClinicalBERT_JNLPBA_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_JNLPBA_NER

ClinicalBERT_JNLPBA_NER install

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

ClinicalBERT_JNLPBA_NER install url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_JNLPBA_NER

Url of ClinicalBERT_JNLPBA_NER

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judithrosell
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