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bart-base-finetuned-mini-chatbot
This model is a fine-tuned version of GuysTrans/bart-base-finetuned-mini-chatbot on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.7679
- Rouge1: 9.0625
- Rouge2: 2.3398
- Rougel: 7.2415
- Rougelsum: 8.8463
- Bleu-1: 0.0031
- Bleu-2: 0.0014
- Bleu-3: 0.0007
- Bleu-4: 0.0005
- Gen Len: 20.0
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: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu-1 | Bleu-2 | Bleu-3 | Bleu-4 | Gen Len |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2.2559 | 1.0 | 22880 | 2.7679 | 9.0625 | 2.3398 | 7.2415 | 8.8463 | 0.0031 | 0.0014 | 0.0007 | 0.0005 | 20.0 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
