focal_loss_exp

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.1142
• F1 Macro: 32.1053
• Gen Len: 6.0029

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: 0.0002
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: constant
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	F1 Macro	Gen Len
0.1329	1.0	2494	0.1170	33.0589	5.9413
0.11	2.0	4988	0.1038	32.2483	6.0022
0.0883	3.0	7482	0.1142	32.1053	6.0029

Framework versions

• Transformers 4.50.0
• Pytorch 2.12.0+cu130
• Datasets 4.8.5
• Tokenizers 0.21.0