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T5-based-keywords-to-sentence-Epoch-10
Ziyi98/T5-based-keywords-to-sentence-Epoch-10
T5-based-keywords-to-sentence-Epoch-10 is a machine learning model from Ziyi98. 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
- Apr 10, 2024
- Updated
- Apr 10, 2024
- SHA
- e605fd42
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. -->
T5-based-keywords-to-sentence-Epoch-10
This model is a fine-tuned version of mrm8488/t5-base-finetuned-common_gen on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9915
- Bleu: 10.3156
- Gen Len: 13.7832
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: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.83 | 1.0 | 527 | 1.9997 | 10.4298 | 13.7036 |
| 1.816 | 2.0 | 1054 | 1.9972 | 10.5072 | 13.6857 |
| 1.8084 | 3.0 | 1581 | 2.0045 | 10.4912 | 13.6837 |
| 1.7929 | 4.0 | 2108 | 2.0073 | 10.3682 | 13.662 |
| 1.7902 | 5.0 | 2635 | 2.0089 | 10.3812 | 13.7352 |
| 1.7793 | 6.0 | 3162 | 2.0100 | 10.4598 | 13.7103 |
| 1.7754 | 7.0 | 3689 | 2.0091 | 10.4524 | 13.6598 |
| 1.7686 | 8.0 | 4216 | 2.0050 | 10.4623 | 13.674 |
| 1.7706 | 9.0 | 4743 | 1.9850 | 10.5107 | 13.67 |
| 1.7755 | 10.0 | 5270 | 1.9915 | 10.3156 | 13.7832 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.2+cu118
- Datasets 2.18.0
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- Created
- Apr 10, 2024
- Updated
- Apr 10, 2024