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BERT-finetuned-ner-pablo-classifier-then-full-model

pabRomero / BERT-finetuned-ner-pablo-classifier-then-full-model

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Model's Last Updated: August 17 2024

Introduction of BERT-finetuned-ner-pablo-classifier-then-full-model

Model Details of BERT-finetuned-ner-pablo-classifier-then-full-model

BERT-finetuned-ner-pablo-classifier-then-full-model

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: 0.1088
  • Precision: 0.8067
  • Recall: 0.8050
  • F1: 0.8058
  • Accuracy: 0.9711
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: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • 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
0.1467 0.9996 652 0.1055 0.8107 0.7464 0.7772 0.9691
0.0889 1.9992 1304 0.1018 0.8135 0.7834 0.7982 0.9715
0.0617 2.9989 1956 0.1088 0.8067 0.8050 0.8058 0.9711
Framework versions
  • Transformers 4.44.0
  • Pytorch 2.4.0+cu124
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of pabRomero BERT-finetuned-ner-pablo-classifier-then-full-model on huggingface.co

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More Information About BERT-finetuned-ner-pablo-classifier-then-full-model huggingface.co Model

More BERT-finetuned-ner-pablo-classifier-then-full-model license Visit here:

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

BERT-finetuned-ner-pablo-classifier-then-full-model huggingface.co

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

BERT-finetuned-ner-pablo-classifier-then-full-model huggingface.co Url

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-classifier-then-full-model

pabRomero BERT-finetuned-ner-pablo-classifier-then-full-model online free

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

pabRomero BERT-finetuned-ner-pablo-classifier-then-full-model online free url in huggingface.co:

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-classifier-then-full-model

BERT-finetuned-ner-pablo-classifier-then-full-model install

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

BERT-finetuned-ner-pablo-classifier-then-full-model install url in huggingface.co:

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-classifier-then-full-model

Url of BERT-finetuned-ner-pablo-classifier-then-full-model

BERT-finetuned-ner-pablo-classifier-then-full-model huggingface.co Url

Provider of BERT-finetuned-ner-pablo-classifier-then-full-model huggingface.co

pabRomero
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