flan-t5-xl-finetuned-translation-10132023
This model is a fine-tuned version of google/flan-t5-xl on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7568
- Bleu: 36.1064
- Gen Len: 53.1525
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: 96
- eval_batch_size: 96
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 100 | 0.8296 | 33.3801 | 53.8142 |
| No log | 2.0 | 200 | 0.7719 | 35.5554 | 53.2679 |
| No log | 3.0 | 300 | 0.7568 | 36.1064 | 53.1525 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1
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Base model
google/flan-t5-xl