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imdb-genre-bert
milanmayur20/imdb-genre-bert
imdb-genre-bert is a text classification model from milanmayur20. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- May 14, 2025
- Updated
- May 15, 2025
- SHA
- f31ac550
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
imdb-genre-bert
This model is a fine-tuned version of bert-base-uncased on an imdb-genre dataset. It achieves the following results on the evaluation set:
- Loss: 0.8716
- Accuracy: 0.8227
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: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.4278 | 1.0 | 3073 | 0.4875 | 0.8208 |
| 0.4225 | 2.0 | 6146 | 0.6217 | 0.8280 |
| 0.1982 | 3.0 | 9219 | 0.8716 | 0.8227 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.7.0+cpu
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- May 14, 2025
- Updated
- May 15, 2025