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T5-based-Masked-keywords-to-Sentence-Epoch-10
Ziyi98/T5-based-Masked-keywords-to-Sentence-Epoch-10
T5-based-Masked-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
- 6d78033f
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-Masked-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: 2.3073
- Bleu: 6.3322
- Gen Len: 13.3221
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 |
|---|---|---|---|---|---|
| 2.255 | 1.0 | 527 | 2.2946 | 6.3492 | 13.0607 |
| 2.2177 | 2.0 | 1054 | 2.2913 | 6.3936 | 13.0821 |
| 2.2031 | 3.0 | 1581 | 2.2970 | 6.3451 | 13.1381 |
| 2.1827 | 4.0 | 2108 | 2.2992 | 6.4297 | 13.1899 |
| 2.1762 | 5.0 | 2635 | 2.3026 | 6.3671 | 13.3084 |
| 2.1623 | 6.0 | 3162 | 2.3047 | 6.3458 | 13.343 |
| 2.1572 | 7.0 | 3689 | 2.3061 | 6.3492 | 13.3079 |
| 2.1461 | 8.0 | 4216 | 2.3054 | 6.3986 | 13.3081 |
| 2.1466 | 9.0 | 4743 | 2.3075 | 6.3311 | 13.2982 |
| 2.1402 | 10.0 | 5270 | 2.3073 | 6.3322 | 13.3221 |
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