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flan-t5-base-samsam
ananttt/flan-t5-base-samsam
flan-t5-base-samsam is a machine learning model from ananttt. 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 4, 2023
- Updated
- Dec 4, 2023
- SHA
- 3d9e7b36
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-samsam
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: 0.0775
- Rouge1: 79.7824
- Rouge2: 78.1384
- Rougel: 79.7465
- Rougelsum: 79.5549
- Gen Len: 17.2210
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 | 122 | 0.1421 | 79.3619 | 77.3998 | 79.3206 | 79.1508 | 17.1501 |
| No log | 2.0 | 244 | 0.1054 | 79.7224 | 78.0232 | 79.6572 | 79.4622 | 17.2724 |
| No log | 3.0 | 366 | 0.0911 | 79.568 | 77.8317 | 79.5281 | 79.356 | 17.1665 |
| No log | 4.0 | 488 | 0.0859 | 79.5389 | 77.7935 | 79.4981 | 79.2895 | 17.1696 |
| 0.2068 | 5.0 | 610 | 0.0775 | 79.7824 | 78.1384 | 79.7465 | 79.5549 | 17.2210 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Dec 4, 2023
- Updated
- Dec 4, 2023