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flan-t5-base-multi_news
olonok/flan-t5-base-multi_news
flan-t5-base-multi_news is a machine learning model from olonok. 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 24, 2024
- Updated
- Feb 24, 2024
- SHA
- 7760e4c9
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-multi_news
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: 2.1226
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: 0.001
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3803 | 1.0 | 5622 | 2.1816 |
| 2.2688 | 2.0 | 11244 | 2.1554 |
| 2.1995 | 3.0 | 16866 | 2.1341 |
| 2.1854 | 4.0 | 22488 | 2.1352 |
| 2.1352 | 5.0 | 28110 | 2.1297 |
| 2.1199 | 6.0 | 33732 | 2.1241 |
| 2.1218 | 7.0 | 39354 | 2.1218 |
| 2.1056 | 8.0 | 44976 | 2.1223 |
| 2.0928 | 9.0 | 50598 | 2.1228 |
| 2.0834 | 10.0 | 56220 | 2.1226 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 24, 2024
- Updated
- Feb 24, 2024