flan-t5-base-tobacco-vaping-sentiment

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0042
• F1: 99.8333
• Gen Len: 2.3317

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: 0.0003
• 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

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Gen Len
0.014	1.0	675	0.0119	99.6662	2.335
0.0065	2.0	1350	0.0042	99.8333	2.3317
0.0	3.0	2025	0.0017	99.8333	2.3317
0.0	4.0	2700	0.0017	99.8333	2.3317
0.0	5.0	3375	0.0017	99.8333	2.3317

Framework versions

• Transformers 4.42.4
• Pytorch 1.12.1+cu116
• Datasets 2.20.0
• Tokenizers 0.19.1