judithrosell / BioBERT_BioNLP13CG_NER_new

huggingface.co
Total runs: 37
24-hour runs: 0
7-day runs: 15
30-day runs: 29
Model's Last Updated: January 02 2024
token-classification

Introduction of BioBERT_BioNLP13CG_NER_new

Model Details of BioBERT_BioNLP13CG_NER_new

BioBERT_BioNLP13CG_NER_new

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: 0.1721
  • Precision: 0.8444
  • Recall: 0.8396
  • F1: 0.8420
  • Accuracy: 0.9571
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 1.0 191 0.2112 0.8333 0.8134 0.8232 0.9507
No log 2.0 382 0.1744 0.8304 0.8400 0.8352 0.9557
0.3204 3.0 573 0.1721 0.8444 0.8396 0.8420 0.9571
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0

Runs of judithrosell BioBERT_BioNLP13CG_NER_new on huggingface.co

37
Total runs
0
24-hour runs
1
3-day runs
15
7-day runs
29
30-day runs

More Information About BioBERT_BioNLP13CG_NER_new huggingface.co Model

BioBERT_BioNLP13CG_NER_new huggingface.co

BioBERT_BioNLP13CG_NER_new huggingface.co is an AI model on huggingface.co that provides BioBERT_BioNLP13CG_NER_new's model effect (), which can be used instantly with this judithrosell BioBERT_BioNLP13CG_NER_new model. huggingface.co supports a free trial of the BioBERT_BioNLP13CG_NER_new model, and also provides paid use of the BioBERT_BioNLP13CG_NER_new. Support call BioBERT_BioNLP13CG_NER_new model through api, including Node.js, Python, http.

BioBERT_BioNLP13CG_NER_new huggingface.co Url

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER_new

judithrosell BioBERT_BioNLP13CG_NER_new online free

BioBERT_BioNLP13CG_NER_new huggingface.co is an online trial and call api platform, which integrates BioBERT_BioNLP13CG_NER_new's modeling effects, including api services, and provides a free online trial of BioBERT_BioNLP13CG_NER_new, you can try BioBERT_BioNLP13CG_NER_new online for free by clicking the link below.

judithrosell BioBERT_BioNLP13CG_NER_new online free url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER_new

BioBERT_BioNLP13CG_NER_new install

BioBERT_BioNLP13CG_NER_new is an open source model from GitHub that offers a free installation service, and any user can find BioBERT_BioNLP13CG_NER_new on GitHub to install. At the same time, huggingface.co provides the effect of BioBERT_BioNLP13CG_NER_new install, users can directly use BioBERT_BioNLP13CG_NER_new installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

BioBERT_BioNLP13CG_NER_new install url in huggingface.co:

https://huggingface.co/judithrosell/BioBERT_BioNLP13CG_NER_new

Url of BioBERT_BioNLP13CG_NER_new

BioBERT_BioNLP13CG_NER_new huggingface.co Url

Provider of BioBERT_BioNLP13CG_NER_new 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: -4
Growth Rate: -66.67%
Updated:September 09 2024