blenderbot-400M-distill-dialy-dialog
This model is a fine-tuned version of facebook/blenderbot-400M-distill on the daily_dialog dataset. It achieves the following results on the evaluation set:
- Loss: 0.5989
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: 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: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 10 | 1.0994 |
| No log | 2.0 | 20 | 0.7949 |
| No log | 3.0 | 30 | 0.6735 |
| No log | 4.0 | 40 | 0.6152 |
| No log | 5.0 | 50 | 0.5989 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
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Base model
facebook/blenderbot-400M-distill