judithrosell / ClinicalBERT_BC5CDR_NER_new

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: January 02 2024
token-classification

Introduction of ClinicalBERT_BC5CDR_NER_new

Model Details of ClinicalBERT_BC5CDR_NER_new

ClinicalBERT_BC5CDR_NER_new

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

  • Loss: 0.1097
  • Precision: 0.7957
  • Recall: 0.8166
  • F1: 0.8060
  • Accuracy: 0.9658
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 0.1154 0.7710 0.7821 0.7765 0.9611
0.145 2.0 572 0.1097 0.7756 0.8176 0.7961 0.9645
0.145 3.0 858 0.1097 0.7957 0.8166 0.8060 0.9658
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0

Runs of judithrosell ClinicalBERT_BC5CDR_NER_new on huggingface.co

3
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
2
30-day runs

More Information About ClinicalBERT_BC5CDR_NER_new huggingface.co Model

ClinicalBERT_BC5CDR_NER_new huggingface.co

ClinicalBERT_BC5CDR_NER_new huggingface.co is an AI model on huggingface.co that provides ClinicalBERT_BC5CDR_NER_new's model effect (), which can be used instantly with this judithrosell ClinicalBERT_BC5CDR_NER_new model. huggingface.co supports a free trial of the ClinicalBERT_BC5CDR_NER_new model, and also provides paid use of the ClinicalBERT_BC5CDR_NER_new. Support call ClinicalBERT_BC5CDR_NER_new model through api, including Node.js, Python, http.

ClinicalBERT_BC5CDR_NER_new huggingface.co Url

https://huggingface.co/judithrosell/ClinicalBERT_BC5CDR_NER_new

judithrosell ClinicalBERT_BC5CDR_NER_new online free

ClinicalBERT_BC5CDR_NER_new huggingface.co is an online trial and call api platform, which integrates ClinicalBERT_BC5CDR_NER_new's modeling effects, including api services, and provides a free online trial of ClinicalBERT_BC5CDR_NER_new, you can try ClinicalBERT_BC5CDR_NER_new online for free by clicking the link below.

judithrosell ClinicalBERT_BC5CDR_NER_new online free url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_BC5CDR_NER_new

ClinicalBERT_BC5CDR_NER_new install

ClinicalBERT_BC5CDR_NER_new is an open source model from GitHub that offers a free installation service, and any user can find ClinicalBERT_BC5CDR_NER_new on GitHub to install. At the same time, huggingface.co provides the effect of ClinicalBERT_BC5CDR_NER_new install, users can directly use ClinicalBERT_BC5CDR_NER_new installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ClinicalBERT_BC5CDR_NER_new install url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_BC5CDR_NER_new

Url of ClinicalBERT_BC5CDR_NER_new

ClinicalBERT_BC5CDR_NER_new huggingface.co Url

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judithrosell
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