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results_t5small
HenryHoangDuong/results_t5small
results_t5small is a machine learning model from HenryHoangDuong. 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. 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
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Aug 7, 2025
- Updated
- Aug 13, 2025
- SHA
- e8ea9cfe
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. -->
results_t5small
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3870
- Rouge1: 0.2699
- Rouge2: 0.0965
- Rougel: 0.2525
- Rougelsum: 0.2526
- Bleu: 0.0947
- Gen Len: 13.6472
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: 0.0005
- train_batch_size: 20
- eval_batch_size: 20
- 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
- lr_scheduler_warmup_steps: 500
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu | Gen Len |
|---|---|---|---|---|---|---|---|---|---|
| 0.4414 | 1.0 | 4394 | 0.4026 | 0.2555 | 0.0844 | 0.2414 | 0.2415 | 0.0879 | 13.5781 |
| 0.4073 | 2.0 | 8788 | 0.3918 | 0.2608 | 0.0889 | 0.245 | 0.245 | 0.0901 | 13.4876 |
| 0.4048 | 3.0 | 13182 | 0.3870 | 0.2699 | 0.0965 | 0.2525 | 0.2526 | 0.0947 | 13.6472 |
Framework versions
- Transformers 4.55.0
- Pytorch 2.7.1+cu126
- Datasets 4.0.0
- Tokenizers 0.21.4
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Aug 7, 2025
- Updated
- Aug 13, 2025