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flan-t5-base-samsum
kshantam9/flan-t5-base-samsum
flan-t5-base-samsum is a machine learning model from kshantam9. 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 14, 2024
- Updated
- Feb 14, 2024
- SHA
- 5e55f1d5
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: 1.3701
- Rouge1: 47.3692
- Rouge2: 23.8422
- Rougel: 39.8714
- Rougelsum: 43.5305
- Gen Len: 17.2393
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 |
|---|---|---|---|---|---|---|---|---|
| 1.4503 | 1.0 | 1842 | 1.3824 | 46.8175 | 23.0643 | 39.3286 | 43.071 | 17.3370 |
| 1.3502 | 2.0 | 3684 | 1.3725 | 47.089 | 23.1145 | 39.7933 | 43.3919 | 17.3944 |
| 1.2812 | 3.0 | 5526 | 1.3701 | 47.3692 | 23.8422 | 39.8714 | 43.5305 | 17.2393 |
| 1.231 | 4.0 | 7368 | 1.3719 | 47.5815 | 23.8343 | 40.0254 | 43.8344 | 17.2930 |
| 1.197 | 5.0 | 9210 | 1.3760 | 47.7141 | 23.987 | 40.1787 | 43.9113 | 17.3065 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.0+cu118
- Datasets 2.17.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 14, 2024
- Updated
- Feb 14, 2024