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flan-t5-base-samsum
ahp2024/flan-t5-base-samsum
flan-t5-base-samsum is a machine learning model from ahp2024. 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
- Feb 27, 2024
- Updated
- Feb 27, 2024
- SHA
- f7dc70bc
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. -->
flan-t5-base-samsum
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3771
- Rouge1: 47.3024
- Rouge2: 23.4912
- Rougel: 39.6794
- Rougelsum: 43.4399
- Gen Len: 17.2357
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
- 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 |
|---|---|---|---|---|---|---|---|---|
| 1.4566 | 1.0 | 1842 | 1.3834 | 46.8634 | 22.884 | 39.1242 | 43.0264 | 17.4493 |
| 1.3394 | 2.0 | 3684 | 1.3741 | 47.2336 | 23.5909 | 39.8344 | 43.4891 | 17.1819 |
| 1.2786 | 3.0 | 5526 | 1.3692 | 47.1939 | 23.4592 | 39.8068 | 43.2328 | 17.1612 |
| 1.2274 | 4.0 | 7368 | 1.3776 | 47.634 | 24.0817 | 40.193 | 43.9771 | 17.4042 |
| 1.2028 | 5.0 | 9210 | 1.3771 | 47.3024 | 23.4912 | 39.6794 | 43.4399 | 17.2357 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.2.1+cu121
- Datasets 2.17.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 27, 2024
- Updated
- Feb 27, 2024