judithrosell / PubMedBERT_CRAFT_NER_new

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Total runs: 16
24-hour runs: -1
7-day runs: -3
30-day runs: -5
Model's Last Updated: December 27 2023
token-classification

Introduction of PubMedBERT_CRAFT_NER_new

Model Details of PubMedBERT_CRAFT_NER_new

PubMedBERT_CRAFT_NER_new

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1034
  • Precision: 0.9811
  • Recall: 0.9782
  • F1: 0.9797
  • Accuracy: 0.9751
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
  • 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
0.2176 1.0 695 0.1101 0.9780 0.9739 0.9759 0.9708
0.0555 2.0 1390 0.1019 0.9800 0.9770 0.9785 0.9739
0.0283 3.0 2085 0.1034 0.9811 0.9782 0.9797 0.9751
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell PubMedBERT_CRAFT_NER_new on huggingface.co

16
Total runs
-1
24-hour runs
0
3-day runs
-3
7-day runs
-5
30-day runs

More Information About PubMedBERT_CRAFT_NER_new huggingface.co Model

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PubMedBERT_CRAFT_NER_new huggingface.co

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

PubMedBERT_CRAFT_NER_new huggingface.co Url

https://huggingface.co/judithrosell/PubMedBERT_CRAFT_NER_new

judithrosell PubMedBERT_CRAFT_NER_new online free

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

judithrosell PubMedBERT_CRAFT_NER_new online free url in huggingface.co:

https://huggingface.co/judithrosell/PubMedBERT_CRAFT_NER_new

PubMedBERT_CRAFT_NER_new install

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

PubMedBERT_CRAFT_NER_new install url in huggingface.co:

https://huggingface.co/judithrosell/PubMedBERT_CRAFT_NER_new

Url of PubMedBERT_CRAFT_NER_new

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judithrosell
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