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t5-small-greeceWildfireKP
rizvi-rahil786/t5-small-greeceWildfireKP
t5-small-greeceWildfireKP 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 14, 2024
- Updated
- Apr 14, 2024
- SHA
- b4f9cdb0
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-greeceWildfireKP
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0172
- Rouge1: 42.4498
- Rouge2: 32.029
- Rougel: 42.3347
- Rougelsum: 42.4464
- Gen Len: 7.0250
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 |
|---|---|---|---|---|---|---|---|---|
| 1.1637 | 1.0 | 6255 | 1.1113 | 39.9978 | 28.5698 | 39.7044 | 39.7788 | 6.8378 |
| 1.0009 | 2.0 | 12510 | 1.1041 | 39.7716 | 28.1562 | 39.486 | 39.5699 | 6.7668 |
| 0.9468 | 3.0 | 18765 | 1.0590 | 41.5251 | 30.4922 | 41.3609 | 41.4653 | 7.0351 |
| 0.8608 | 4.0 | 25020 | 1.0279 | 43.1567 | 32.6989 | 43.0861 | 43.1628 | 7.2114 |
| 0.8378 | 5.0 | 31275 | 1.0172 | 42.4498 | 32.029 | 42.3347 | 42.4464 | 7.0250 |
| 0.8076 | 6.0 | 37530 | 1.0351 | 42.8131 | 31.9118 | 42.7036 | 42.802 | 7.1778 |
| 0.7264 | 7.0 | 43785 | 1.0319 | 43.4766 | 32.7878 | 43.3806 | 43.4906 | 7.2527 |
| 0.7472 | 8.0 | 50040 | 1.0472 | 43.012 | 32.2029 | 42.9432 | 42.9966 | 7.0562 |
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 14, 2024
- Updated
- Apr 14, 2024