t5_test
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5690
- Rouge1: 75.0464
- Rouge2: 56.4024
- Rougel: 71.1367
- Rougelsum: 71.1698
- Gen Len: 16.2044
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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 438 | 0.6097 | 73.1235 | 53.5469 | 69.0863 | 69.1603 | 16.1308 |
| 1.0322 | 2.0 | 876 | 0.5690 | 75.0464 | 56.4024 | 71.1367 | 71.1698 | 16.2044 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
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Base model
google/flan-t5-base