KamilHugsFaces / patent-bert-classifier

huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: -3
30-day runs: -2
Model's Last Updated: October 12 2025
text-classification

Introduction of patent-bert-classifier

Model Details of patent-bert-classifier

patent-bert-classifier

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

  • Loss: 0.9548
  • Accuracy: 0.681
  • F1: 0.6557
  • Precision: 0.6499
  • Recall: 0.681
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 5
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
1.0317 1.0 1563 0.9973 0.6568 0.6323 0.6319 0.6568
0.8575 2.0 3126 0.9251 0.6888 0.6641 0.6592 0.6888
0.6298 3.0 4689 0.9880 0.6736 0.6604 0.6533 0.6736
0.4886 4.0 6252 1.0900 0.6764 0.6678 0.6615 0.6764
0.3765 5.0 7815 1.1712 0.6688 0.6601 0.6545 0.6688
Framework versions
  • Transformers 4.57.0
  • Pytorch 2.8.0+cu128
  • Datasets 4.2.0
  • Tokenizers 0.22.1

Runs of KamilHugsFaces patent-bert-classifier on huggingface.co

1
Total runs
0
24-hour runs
0
3-day runs
-3
7-day runs
-2
30-day runs

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

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https://huggingface.co/KamilHugsFaces/patent-bert-classifier

patent-bert-classifier install

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

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https://huggingface.co/KamilHugsFaces/patent-bert-classifier

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