Bainbridge / bert-xxl-incl

huggingface.co
Total runs: 25
24-hour runs: 1
7-day runs: 0
30-day runs: 17
Model's Last Updated: April 30 2023
text-classification

Introduction of bert-xxl-incl

Model Details of bert-xxl-incl

bert-xxl-incl

This model is a fine-tuned version of dbmdz/bert-base-italian-xxl-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0005
  • Acc: 1.0
  • F1 Macro: 1.0
  • F1 Weight: 1.0
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: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 20
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Acc F1 Macro F1 Weight
0.6075 2.5 20 0.2080 0.9853 0.9851 0.9853
0.0448 5.0 40 0.0012 1.0 1.0 1.0
0.001 7.5 60 0.0005 1.0 1.0 1.0
0.0007 10.0 80 0.0005 1.0 1.0 1.0
Framework versions
  • Transformers 4.28.1
  • Pytorch 2.0.0+cu118
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of Bainbridge bert-xxl-incl on huggingface.co

25
Total runs
1
24-hour runs
1
3-day runs
0
7-day runs
17
30-day runs

More Information About bert-xxl-incl huggingface.co Model

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https://huggingface.co/Bainbridge/bert-xxl-incl

bert-xxl-incl install

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

bert-xxl-incl install url in huggingface.co:

https://huggingface.co/Bainbridge/bert-xxl-incl

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