judithrosell / SciBERT_BioNLP13CG_NER

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 4
Model's Last Updated: December 24 2023
token-classification

Introduction of SciBERT_BioNLP13CG_NER

Model Details of SciBERT_BioNLP13CG_NER

SciBERT_BioNLP13CG_NER

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

  • Loss: 0.1773
  • Precision: 0.8669
  • Recall: 0.8577
  • F1: 0.8623
  • Accuracy: 0.9533
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 0.2285 0.8370 0.8191 0.8279 0.9417
No log 2.0 191 0.1819 0.8608 0.8567 0.8587 0.9520
No log 2.98 285 0.1773 0.8669 0.8577 0.8623 0.9533
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell SciBERT_BioNLP13CG_NER on huggingface.co

8
Total runs
0
24-hour runs
1
3-day runs
0
7-day runs
4
30-day runs

More Information About SciBERT_BioNLP13CG_NER huggingface.co Model

SciBERT_BioNLP13CG_NER huggingface.co

SciBERT_BioNLP13CG_NER huggingface.co is an AI model on huggingface.co that provides SciBERT_BioNLP13CG_NER's model effect (), which can be used instantly with this judithrosell SciBERT_BioNLP13CG_NER model. huggingface.co supports a free trial of the SciBERT_BioNLP13CG_NER model, and also provides paid use of the SciBERT_BioNLP13CG_NER. Support call SciBERT_BioNLP13CG_NER model through api, including Node.js, Python, http.

SciBERT_BioNLP13CG_NER huggingface.co Url

https://huggingface.co/judithrosell/SciBERT_BioNLP13CG_NER

judithrosell SciBERT_BioNLP13CG_NER online free

SciBERT_BioNLP13CG_NER huggingface.co is an online trial and call api platform, which integrates SciBERT_BioNLP13CG_NER's modeling effects, including api services, and provides a free online trial of SciBERT_BioNLP13CG_NER, you can try SciBERT_BioNLP13CG_NER online for free by clicking the link below.

judithrosell SciBERT_BioNLP13CG_NER online free url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_BioNLP13CG_NER

SciBERT_BioNLP13CG_NER install

SciBERT_BioNLP13CG_NER is an open source model from GitHub that offers a free installation service, and any user can find SciBERT_BioNLP13CG_NER on GitHub to install. At the same time, huggingface.co provides the effect of SciBERT_BioNLP13CG_NER install, users can directly use SciBERT_BioNLP13CG_NER installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SciBERT_BioNLP13CG_NER install url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_BioNLP13CG_NER

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