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csb-sent-pol
livles/csb-sent-pol
csb-sent-pol is a machine learning model from livles. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Nov 25, 2025
- Updated
- Nov 28, 2025
- SHA
- 2419cead
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. -->
csb-pol
This model is a fine-tuned version of livles/csb-sent on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0900
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9487 | 1.0 | 625 | 0.3037 |
| 0.4088 | 2.0 | 1250 | 0.1685 |
| 0.2658 | 3.0 | 1875 | 0.1039 |
| 0.1533 | 4.0 | 2500 | 0.0900 |
Framework versions
- Transformers 4.36.0
- Pytorch 2.9.1+cu128
- Datasets 2.19.2
- Tokenizers 0.15.2
- Type
- t5
- License
- apache-2.0
- Created
- Nov 25, 2025
- Updated
- Nov 28, 2025