judithrosell / BioBERT_JNLPBA_NER

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Total runs: 53
24-hour runs: 4
7-day runs: 5
30-day runs: 36
Model's Last Updated: December 25 2023
token-classification

Introduction of BioBERT_JNLPBA_NER

Model Details of BioBERT_JNLPBA_NER

BioBERT_JNLPBA_NER

This model is a fine-tuned version of dmis-lab/biobert-v1.1 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1450
  • Precision: 0.9613
  • Recall: 0.9549
  • F1: 0.9581
  • Accuracy: 0.9516
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
0.2743 1.0 582 0.1504 0.9575 0.9536 0.9556 0.9494
0.1418 2.0 1164 0.1473 0.9624 0.9532 0.9578 0.9510
0.1247 3.0 1746 0.1450 0.9613 0.9549 0.9581 0.9516
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell BioBERT_JNLPBA_NER on huggingface.co

53
Total runs
4
24-hour runs
4
3-day runs
5
7-day runs
36
30-day runs

More Information About BioBERT_JNLPBA_NER huggingface.co Model

BioBERT_JNLPBA_NER huggingface.co

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

judithrosell BioBERT_JNLPBA_NER online free

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judithrosell BioBERT_JNLPBA_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_JNLPBA_NER

BioBERT_JNLPBA_NER install

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

BioBERT_JNLPBA_NER install url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_JNLPBA_NER

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