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t5-small-mexicoQuakeKP
rizvi-rahil786/t5-small-mexicoQuakeKP
t5-small-mexicoQuakeKP is a machine learning model from rizvi-rahil786. 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
- Apr 8, 2024
- Updated
- Apr 8, 2024
- SHA
- 6e12facc
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-mexicoQuakeKP
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3278
- Rouge1: 52.4748
- Rouge2: 36.1477
- Rougel: 51.9441
- Rougelsum: 51.9079
- Gen Len: 6.6045
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: 5e-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: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.1232 | 1.0 | 6072 | 1.3537 | 52.5859 | 36.343 | 52.0536 | 51.9937 | 6.5161 |
| 1.0178 | 2.0 | 12144 | 1.3278 | 52.4748 | 36.1477 | 51.9441 | 51.9079 | 6.6045 |
| 0.9235 | 3.0 | 18216 | 1.3668 | 52.0214 | 34.8898 | 51.4087 | 51.3637 | 6.1047 |
| 0.8415 | 4.0 | 24288 | 1.3741 | 51.6755 | 35.2208 | 51.0535 | 51.0144 | 6.3251 |
| 0.7306 | 5.0 | 30360 | 1.4034 | 50.9063 | 34.3354 | 50.2691 | 50.2303 | 6.4337 |
| 0.7615 | 6.0 | 36432 | 1.4063 | 50.5179 | 33.6335 | 49.9045 | 49.8693 | 6.2164 |
| 0.7351 | 7.0 | 42504 | 1.4156 | 50.4653 | 34.1844 | 49.8111 | 49.7972 | 6.4194 |
| 0.7104 | 8.0 | 48576 | 1.4284 | 50.4666 | 34.3149 | 49.8034 | 49.8134 | 6.4089 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Apr 8, 2024
- Updated
- Apr 8, 2024