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mt5-small-finetuned-head400_100
mdosama39/mt5-small-finetuned-head400_100
mt5-small-finetuned-head400_100 is a machine learning model from mdosama39. 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
- mt5
- Access
- Public
- Created
- May 5, 2024
- Updated
- May 7, 2024
- SHA
- 3eed94bc
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. -->
mt5-small-finetuned-head400_100
This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.8858
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 18.05
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 17.4798 | 1.0 | 80 | 9.4894 | 0.0 | 0.0 | 0.0 | 0.0 | 9.5375 |
| 13.4061 | 2.0 | 160 | 5.1812 | 0.0 | 0.0 | 0.0 | 0.0 | 15.65 |
| 10.2195 | 3.0 | 240 | 4.3377 | 0.0 | 0.0 | 0.0 | 0.0 | 16.8 |
| 9.9894 | 4.0 | 320 | 4.0263 | 0.0 | 0.0 | 0.0 | 0.0 | 18.0875 |
| 8.9642 | 5.0 | 400 | 3.8858 | 0.0 | 0.0 | 0.0 | 0.0 | 18.05 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- May 5, 2024
- Updated
- May 7, 2024