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imdb-full-0.01
laodaImissU/imdb-full-0.01
imdb-full-0.01 is a text classification model from laodaImissU. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Dec 21, 2025
- Updated
- Dec 22, 2025
- SHA
- 1aae6561
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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-full-0.01
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: 0.3455
- Accuracy: 0.8608
- F1: 0.8607
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: 80
- eval_batch_size: 80
- 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
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| No log | 1.0 | 4 | 0.6785 | 0.5412 | 0.4228 |
| No log | 2.0 | 8 | 0.6482 | 0.6337 | 0.5935 |
| No log | 3.0 | 12 | 0.5504 | 0.7572 | 0.7547 |
| No log | 4.0 | 16 | 0.7277 | 0.6048 | 0.5346 |
| No log | 5.0 | 20 | 0.3681 | 0.85 | 0.8495 |
| No log | 6.0 | 24 | 0.3446 | 0.8607 | 0.8606 |
| No log | 7.0 | 28 | 0.4569 | 0.8100 | 0.8056 |
| No log | 8.0 | 32 | 0.3455 | 0.8608 | 0.8607 |
| No log | 9.0 | 36 | 0.3599 | 0.8552 | 0.8548 |
| No log | 10.0 | 40 | 0.3612 | 0.8552 | 0.8547 |
Framework versions
- Transformers 4.57.3
- Pytorch 2.9.1+cu128
- Datasets 4.4.2
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Dec 21, 2025
- Updated
- Dec 22, 2025