xiulinyang/GPT2_DE_50000

DE_50000_41

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 4.4472
• Accuracy: 0.2793

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: 0.0006
• train_batch_size: 32
• eval_batch_size: 32
• seed: 41
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1000
• num_epochs: 10.0
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	866	5.6953	0.1823
1.4107	2.0	1732	5.2077	0.2107
1.2142	3.0	2598	4.9920	0.2267
1.1325	4.0	3464	4.8603	0.2377
1.09	5.0	4330	4.7556	0.2475
1.057	6.0	5196	4.6687	0.2562
1.0264	7.0	6062	4.5828	0.2644
1.0264	8.0	6928	4.5236	0.2701
0.9974	9.0	7794	4.4702	0.2766
0.9738	10.0	8660	4.4472	0.2793

Framework versions

• Transformers 4.51.3
• Pytorch 2.5.1+cu121
• Datasets 3.6.0
• Tokenizers 0.21.1