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mt5-small-finetuned-amazon-en-es
mqymmayy/mt5-small-finetuned-amazon-en-es
mt5-small-finetuned-amazon-en-es is a summarization model from mqymmayy. 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
- Nov 7, 2022
- Updated
- Nov 7, 2022
- SHA
- 3ee176b6
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-amazon-en-es
This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.0294
- Rouge1: 16.5993
- Rouge2: 8.0138
- Rougel: 16.1315
- Rougelsum: 16.2931
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 6.5928 | 1.0 | 1209 | 3.3005 | 14.7775 | 6.4604 | 14.2574 | 14.3422 |
| 3.9024 | 2.0 | 2418 | 3.1399 | 16.8632 | 8.6474 | 16.065 | 16.2114 |
| 3.5806 | 3.0 | 3627 | 3.0869 | 18.2422 | 9.2647 | 17.6227 | 17.7649 |
| 3.4201 | 4.0 | 4836 | 3.0590 | 17.7826 | 8.9742 | 16.9951 | 17.1804 |
| 3.3202 | 5.0 | 6045 | 3.0598 | 17.7808 | 8.6038 | 17.2243 | 17.4125 |
| 3.2436 | 6.0 | 7254 | 3.0409 | 16.8469 | 8.2339 | 16.3935 | 16.5818 |
| 3.2079 | 7.0 | 8463 | 3.0332 | 16.8148 | 8.2115 | 16.3166 | 16.4832 |
| 3.1801 | 8.0 | 9672 | 3.0294 | 16.5993 | 8.0138 | 16.1315 | 16.2931 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.2
- Task
- Summarization
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Nov 7, 2022
- Updated
- Nov 7, 2022