judithrosell / ClinicalBERT_CRAFT_NER

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 1
30-day runs: -5
Model's Last Updated: December 27 2023
token-classification

Introduction of ClinicalBERT_CRAFT_NER

Model Details of ClinicalBERT_CRAFT_NER

ClinicalBERT_CRAFT_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: 0.1735
  • Precision: 0.7738
  • Recall: 0.7536
  • F1: 0.7636
  • Accuracy: 0.9553
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
No log 1.0 347 0.1980 0.7224 0.7239 0.7232 0.9457
0.2292 2.0 695 0.1771 0.7528 0.7545 0.7537 0.9530
0.0815 3.0 1041 0.1735 0.7738 0.7536 0.7636 0.9553
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell ClinicalBERT_CRAFT_NER on huggingface.co

10
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
-5
30-day runs

More Information About ClinicalBERT_CRAFT_NER huggingface.co Model

ClinicalBERT_CRAFT_NER huggingface.co

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

ClinicalBERT_CRAFT_NER huggingface.co Url

https://huggingface.co/judithrosell/ClinicalBERT_CRAFT_NER

judithrosell ClinicalBERT_CRAFT_NER online free

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

judithrosell ClinicalBERT_CRAFT_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_CRAFT_NER

ClinicalBERT_CRAFT_NER install

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

ClinicalBERT_CRAFT_NER install url in huggingface.co:

https://huggingface.co/judithrosell/ClinicalBERT_CRAFT_NER

Url of ClinicalBERT_CRAFT_NER

ClinicalBERT_CRAFT_NER huggingface.co Url

Provider of ClinicalBERT_CRAFT_NER huggingface.co

judithrosell
ORGANIZATIONS

Other API from judithrosell

huggingface.co

Total runs: 7
Run Growth: -2
Growth Rate: -28.57%
Updated:September 09 2024
huggingface.co

Total runs: 6
Run Growth: 3
Growth Rate: 50.00%
Updated:September 09 2024