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t5-small-finetuned-wikihow
sanu1020/t5-small-finetuned-wikihow
t5-small-finetuned-wikihow is a machine learning model from sanu1020. 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
- Oct 29, 2023
- Updated
- Oct 30, 2023
- SHA
- 441f74d8
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-small-finetuned-wikihow
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.5166
- Rouge1: 26.4512
- Rouge2: 9.8367
- Rougel: 22.435
- Rougelsum: 25.8013
- Gen Len: 18.4829
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: 0.0003
- 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
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 2.7584 | 1.0 | 9829 | 2.5612 | 25.8719 | 9.3599 | 21.8236 | 25.202 | 18.5406 |
| 2.6683 | 2.0 | 19658 | 2.5166 | 26.4512 | 9.8367 | 22.435 | 25.8013 | 18.4829 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 29, 2023
- Updated
- Oct 30, 2023