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t5-small-samsum-ft-experiment_1
darrenfishell/t5-small-samsum-ft-experiment_1
t5-small-samsum-ft-experiment_1 is a machine learning model from darrenfishell. 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
- Jun 30, 2024
- Updated
- Jun 30, 2024
- SHA
- 6a518bd9
Base models
Datasets
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-samsum-ft-experiment_1
This model is a fine-tuned version of google-t5/t5-small on the samsum dataset. It achieves the following results on the evaluation set:
- Loss: 0.5746
- Rouge1: 0.41
- Rouge2: 0.1899
- Rougel: 0.3487
- Rougelsum: 0.3487
- Gen Len: 16.6247
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.9906 | 1.0 | 921 | 0.6001 | 0.3948 | 0.172 | 0.3315 | 0.3313 | 16.8227 |
| 0.6536 | 2.0 | 1842 | 0.5834 | 0.4025 | 0.1807 | 0.3409 | 0.341 | 16.3545 |
| 0.6259 | 3.0 | 2763 | 0.5756 | 0.4101 | 0.188 | 0.3479 | 0.348 | 16.6687 |
| 0.6174 | 4.0 | 3684 | 0.5746 | 0.41 | 0.1899 | 0.3487 | 0.3487 | 16.6247 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 30, 2024
- Updated
- Jun 30, 2024