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