cluster_to_text_bart_large_train
This model is a fine-tuned version of facebook/bart-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3172
- Bleu: 92.3793
- Gen Len: 10.8549
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.3977 | 1.0 | 4678 | 0.4944 | 84.1681 | 10.8598 |
| 0.1962 | 2.0 | 9356 | 0.3584 | 89.7412 | 10.8781 |
| 0.1123 | 3.0 | 14034 | 0.3206 | 91.6575 | 10.8484 |
| 0.077 | 4.0 | 18712 | 0.3172 | 92.3793 | 10.8549 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
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Base model
facebook/bart-large