philschmid / bert-base-banking77-pt2

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 3
30-day runs: 3
Model's Last Updated: March 16 2023
text-classification

Introduction of bert-base-banking77-pt2

Model Details of bert-base-banking77-pt2

bert-base-banking77-pt2

This model is a fine-tuned version of bert-base-uncased on the banking77 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3333
  • F1: 0.9318
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: 16
  • eval_batch_size: 8
  • 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 F1
0.1101 1.0 626 0.3595 0.9181
0.0658 2.0 1252 0.3570 0.9269
0.0308 3.0 1878 0.3333 0.9318
Framework versions
  • Transformers 4.27.1
  • Pytorch 2.0.0+cu117
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of philschmid bert-base-banking77-pt2 on huggingface.co

11
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
3
30-day runs

More Information About bert-base-banking77-pt2 huggingface.co Model

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bert-base-banking77-pt2 huggingface.co is an AI model on huggingface.co that provides bert-base-banking77-pt2's model effect (), which can be used instantly with this philschmid bert-base-banking77-pt2 model. huggingface.co supports a free trial of the bert-base-banking77-pt2 model, and also provides paid use of the bert-base-banking77-pt2. Support call bert-base-banking77-pt2 model through api, including Node.js, Python, http.

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https://huggingface.co/philschmid/bert-base-banking77-pt2

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https://huggingface.co/philschmid/bert-base-banking77-pt2

bert-base-banking77-pt2 install

bert-base-banking77-pt2 is an open source model from GitHub that offers a free installation service, and any user can find bert-base-banking77-pt2 on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-banking77-pt2 install, users can directly use bert-base-banking77-pt2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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