judithrosell / BioBERT_BioNLP13CG_NER

huggingface.co
Total runs: 13
24-hour runs: 2
7-day runs: 4
30-day runs: 1
Model's Last Updated: December 25 2023
token-classification

Introduction of BioBERT_BioNLP13CG_NER

Model Details of BioBERT_BioNLP13CG_NER

BioBERT_BioNLP13CG_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: 0.1954
  • Precision: 0.8710
  • Recall: 0.8602
  • F1: 0.8656
  • Accuracy: 0.9540
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 0.99 95 0.3032 0.8114 0.7836 0.7973 0.9291
No log 2.0 191 0.2073 0.8548 0.8532 0.8540 0.9498
No log 2.98 285 0.1954 0.8710 0.8602 0.8656 0.9540
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell BioBERT_BioNLP13CG_NER on huggingface.co

13
Total runs
2
24-hour runs
1
3-day runs
4
7-day runs
1
30-day runs

More Information About BioBERT_BioNLP13CG_NER huggingface.co Model

BioBERT_BioNLP13CG_NER huggingface.co

BioBERT_BioNLP13CG_NER huggingface.co is an AI model on huggingface.co that provides BioBERT_BioNLP13CG_NER's model effect (), which can be used instantly with this judithrosell BioBERT_BioNLP13CG_NER model. huggingface.co supports a free trial of the BioBERT_BioNLP13CG_NER model, and also provides paid use of the BioBERT_BioNLP13CG_NER. Support call BioBERT_BioNLP13CG_NER model through api, including Node.js, Python, http.

BioBERT_BioNLP13CG_NER huggingface.co Url

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER

judithrosell BioBERT_BioNLP13CG_NER online free

BioBERT_BioNLP13CG_NER huggingface.co is an online trial and call api platform, which integrates BioBERT_BioNLP13CG_NER's modeling effects, including api services, and provides a free online trial of BioBERT_BioNLP13CG_NER, you can try BioBERT_BioNLP13CG_NER online for free by clicking the link below.

judithrosell BioBERT_BioNLP13CG_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER

BioBERT_BioNLP13CG_NER install

BioBERT_BioNLP13CG_NER is an open source model from GitHub that offers a free installation service, and any user can find BioBERT_BioNLP13CG_NER on GitHub to install. At the same time, huggingface.co provides the effect of BioBERT_BioNLP13CG_NER install, users can directly use BioBERT_BioNLP13CG_NER installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

BioBERT_BioNLP13CG_NER install url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER

Url of BioBERT_BioNLP13CG_NER

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