judithrosell / BlueBERT_BC5CDR_NER_new

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: -20
Model's Last Updated: January 02 2024
token-classification

Introduction of BlueBERT_BC5CDR_NER_new

Model Details of BlueBERT_BC5CDR_NER_new

BlueBERT_BC5CDR_NER_new

This model is a fine-tuned version of bionlp/bluebert_pubmed_mimic_uncased_L-12_H-768_A-12 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0950
  • Precision: 0.9736
  • Recall: 0.9710
  • F1: 0.9723
  • Accuracy: 0.9704
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
No log 1.0 286 0.1058 0.9683 0.9648 0.9665 0.9644
0.1425 2.0 572 0.0898 0.9726 0.9706 0.9716 0.9701
0.1425 3.0 858 0.0950 0.9736 0.9710 0.9723 0.9704
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0

Runs of judithrosell BlueBERT_BC5CDR_NER_new on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-20
30-day runs

More Information About BlueBERT_BC5CDR_NER_new huggingface.co Model

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BlueBERT_BC5CDR_NER_new huggingface.co

BlueBERT_BC5CDR_NER_new huggingface.co is an AI model on huggingface.co that provides BlueBERT_BC5CDR_NER_new's model effect (), which can be used instantly with this judithrosell BlueBERT_BC5CDR_NER_new model. huggingface.co supports a free trial of the BlueBERT_BC5CDR_NER_new model, and also provides paid use of the BlueBERT_BC5CDR_NER_new. Support call BlueBERT_BC5CDR_NER_new model through api, including Node.js, Python, http.

BlueBERT_BC5CDR_NER_new huggingface.co Url

https://huggingface.co/judithrosell/BlueBERT_BC5CDR_NER_new

judithrosell BlueBERT_BC5CDR_NER_new online free

BlueBERT_BC5CDR_NER_new huggingface.co is an online trial and call api platform, which integrates BlueBERT_BC5CDR_NER_new's modeling effects, including api services, and provides a free online trial of BlueBERT_BC5CDR_NER_new, you can try BlueBERT_BC5CDR_NER_new online for free by clicking the link below.

judithrosell BlueBERT_BC5CDR_NER_new online free url in huggingface.co:

https://huggingface.co/judithrosell/BlueBERT_BC5CDR_NER_new

BlueBERT_BC5CDR_NER_new install

BlueBERT_BC5CDR_NER_new is an open source model from GitHub that offers a free installation service, and any user can find BlueBERT_BC5CDR_NER_new on GitHub to install. At the same time, huggingface.co provides the effect of BlueBERT_BC5CDR_NER_new install, users can directly use BlueBERT_BC5CDR_NER_new installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

BlueBERT_BC5CDR_NER_new install url in huggingface.co:

https://huggingface.co/judithrosell/BlueBERT_BC5CDR_NER_new

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BlueBERT_BC5CDR_NER_new huggingface.co Url

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judithrosell
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huggingface.co

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Updated:September 09 2024
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Updated:September 09 2024