pabRomero / BioBERT-full-finetuned-ner-pablo

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: October 02 2024
token-classification

Introduction of BioBERT-full-finetuned-ner-pablo

Model Details of BioBERT-full-finetuned-ner-pablo

BioBERT-full-finetuned-ner-pablo

This model is a fine-tuned version of dmis-lab/biobert-base-cased-v1.2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1114
  • Precision: 0.7951
  • Recall: 0.7809
  • F1: 0.7879
  • Accuracy: 0.9690
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: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.05
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1541 0.9998 2608 0.1456 0.6888 0.7147 0.7015 0.9601
0.1073 2.0 5217 0.1244 0.7397 0.7450 0.7423 0.9645
0.0744 2.9994 7824 0.1114 0.7951 0.7809 0.7879 0.9690
Framework versions
  • Transformers 4.44.0
  • Pytorch 2.4.0+cu124
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of pabRomero BioBERT-full-finetuned-ner-pablo on huggingface.co

3
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About BioBERT-full-finetuned-ner-pablo huggingface.co Model

BioBERT-full-finetuned-ner-pablo huggingface.co

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

BioBERT-full-finetuned-ner-pablo huggingface.co Url

https://huggingface.co/pabRomero/BioBERT-full-finetuned-ner-pablo

pabRomero BioBERT-full-finetuned-ner-pablo online free

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

pabRomero BioBERT-full-finetuned-ner-pablo online free url in huggingface.co:

https://huggingface.co/pabRomero/BioBERT-full-finetuned-ner-pablo

BioBERT-full-finetuned-ner-pablo install

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

BioBERT-full-finetuned-ner-pablo install url in huggingface.co:

https://huggingface.co/pabRomero/BioBERT-full-finetuned-ner-pablo

Url of BioBERT-full-finetuned-ner-pablo

BioBERT-full-finetuned-ner-pablo huggingface.co Url

Provider of BioBERT-full-finetuned-ner-pablo huggingface.co

pabRomero
ORGANIZATIONS

Other API from pabRomero

huggingface.co

Total runs: 5
Run Growth: -3
Growth Rate: -60.00%
Updated:September 30 2024
huggingface.co

Total runs: 4
Run Growth: -1
Growth Rate: -25.00%
Updated:October 29 2024