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t5-small-finetuned-opinosis
leon6523/t5-small-finetuned-opinosis
t5-small-finetuned-opinosis is a machine learning model from leon6523. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jun 7, 2025
- Updated
- Mar 15, 2026
- SHA
- 785f0438
Base models
Datasets
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. -->
t5-small-finetuned-opinosis
This model was trained from scratch on the opinosis dataset. It achieves the following results on the evaluation set:
- Loss: 4.4612
- Bertscore F1: 86.2519
- Gen Len: 103.6
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: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- 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
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bertscore F1 | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 3 | 6.9216 | 86.1528 | 103.6 |
| No log | 2.0 | 6 | 6.5049 | 86.1528 | 103.6 |
| No log | 3.0 | 9 | 6.1069 | 86.1528 | 103.6 |
| No log | 4.0 | 12 | 5.7672 | 86.1528 | 103.6 |
| No log | 5.0 | 15 | 5.4876 | 86.3019 | 103.6 |
| No log | 6.0 | 18 | 5.1384 | 86.3019 | 103.6 |
| No log | 7.0 | 21 | 4.8817 | 86.3019 | 103.6 |
| No log | 8.0 | 24 | 4.6638 | 86.3019 | 103.6 |
| No log | 9.0 | 27 | 4.5313 | 86.3019 | 103.6 |
| No log | 10.0 | 30 | 4.4612 | 86.2519 | 103.6 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 2.14.4
- Tokenizers 0.21.1
- Library
- transformers
- Type
- t5
- Created
- Jun 7, 2025
- Updated
- Mar 15, 2026