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BERT-full-finetuned-ner-pablo-test

pabRomero / BERT-full-finetuned-ner-pablo-test

Run on huggingface.co
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Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: August 25 2024
token-classification

Introduction of BERT-full-finetuned-ner-pablo-test

Model Details of BERT-full-finetuned-ner-pablo-test

BERT-full-finetuned-ner-pablo-test

This model is a fine-tuned version of pabRomero/BERT-finetuned-ner-pablo-just-classifier on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0966
  • Precision: 0.7988
  • Recall: 0.7630
  • F1: 0.7805
  • Accuracy: 0.9740
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: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1195 0.4479 1000 0.1186 0.7264 0.7588 0.7423 0.9698
0.0998 0.8959 2000 0.0968 0.7632 0.7875 0.7751 0.9732
0.0755 1.3438 3000 0.0992 0.7669 0.7739 0.7704 0.9722
0.0771 1.7917 4000 0.0966 0.7988 0.7630 0.7805 0.9740
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

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

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

More BERT-full-finetuned-ner-pablo-test license Visit here:

https://choosealicense.com/licenses/apache-2.0

BERT-full-finetuned-ner-pablo-test huggingface.co

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

BERT-full-finetuned-ner-pablo-test huggingface.co Url

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

pabRomero BERT-full-finetuned-ner-pablo-test online free

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

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

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

BERT-full-finetuned-ner-pablo-test install

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

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

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

Url of BERT-full-finetuned-ner-pablo-test

BERT-full-finetuned-ner-pablo-test huggingface.co Url

Provider of BERT-full-finetuned-ner-pablo-test huggingface.co

pabRomero
ORGANIZATIONS
huggingface.co

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