judithrosell / BioBERT_CRAFT_NER

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: December 27 2023
token-classification

Introduction of BioBERT_CRAFT_NER

Model Details of BioBERT_CRAFT_NER

BioBERT_CRAFT_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: 0.1098
  • Precision: 0.8541
  • Recall: 0.8613
  • F1: 0.8577
  • Accuracy: 0.9732
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 0.1174 0.8216 0.8235 0.8225 0.9669
0.1712 2.0 695 0.1091 0.8469 0.8596 0.8532 0.9724
0.0415 3.0 1041 0.1098 0.8541 0.8613 0.8577 0.9732
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell BioBERT_CRAFT_NER on huggingface.co

14
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
2
30-day runs

More Information About BioBERT_CRAFT_NER huggingface.co Model

BioBERT_CRAFT_NER huggingface.co

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

judithrosell BioBERT_CRAFT_NER online free

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

judithrosell BioBERT_CRAFT_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_CRAFT_NER

BioBERT_CRAFT_NER install

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

BioBERT_CRAFT_NER install url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_CRAFT_NER

Url of BioBERT_CRAFT_NER

BioBERT_CRAFT_NER huggingface.co Url

Provider of BioBERT_CRAFT_NER huggingface.co

judithrosell
ORGANIZATIONS

Other API from judithrosell

huggingface.co

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

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