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mt5-small-finetuned-on-mT5-lcsts
dltsj/mt5-small-finetuned-on-mT5-lcsts
mt5-small-finetuned-on-mT5-lcsts is a summarization model from dltsj. Use it when you need a shorter version of a longer text. 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
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Apr 16, 2023
- Updated
- Apr 19, 2023
- SHA
- e7d8b000
Try a prompt
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. -->
mt5-small-finetuned-on-mT5-lcsts
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: 5.6e-05
- train_batch_size: 32
- eval_batch_size: 32
- 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 |
|---|---|---|---|---|---|---|---|
| 3.6049 | 1.0 | 47451 | 3.0569 | 10.8382 | 1.6761 | 10.7971 | 10.7943 |
| 3.354 | 2.0 | 94902 | 2.9896 | 11.2666 | 1.816 | 11.2222 | 11.2216 |
Framework versions
- Transformers 4.27.4
- Pytorch 1.13.0
- Datasets 2.1.0
- Tokenizers 0.13.2
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Apr 16, 2023
- Updated
- Apr 19, 2023