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flan-t5-small-samp
prassu10/flan-t5-small-samp
flan-t5-small-samp is a machine learning model from prassu10. 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
- Dec 24, 2023
- Updated
- Dec 24, 2023
- SHA
- 5fec0b33
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-small-samp
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.2590
- Rouge1: 43.9209
- Rouge2: 34.9601
- Rougel: 42.6215
- Rougelsum: 42.2386
- Gen Len: 19.0
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 |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 22 | 2.1815 | 36.7312 | 15.9425 | 31.417 | 34.2234 | 19.0 |
| No log | 2.0 | 44 | 1.6264 | 43.7638 | 34.817 | 42.7197 | 42.2012 | 19.0 |
| No log | 3.0 | 66 | 1.3892 | 43.7638 | 34.817 | 42.7197 | 42.2012 | 19.0 |
| No log | 4.0 | 88 | 1.2825 | 43.7624 | 34.875 | 42.5386 | 42.1659 | 19.0 |
| No log | 5.0 | 110 | 1.2590 | 43.9209 | 34.9601 | 42.6215 | 42.2386 | 19.0 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Dec 24, 2023
- Updated
- Dec 24, 2023