xiulinyang/GPT2_more_function_53_special_tokens

GPT2_more_function_53

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

• Loss: 1.9183
• Accuracy: 0.5679

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: 0.0001
• train_batch_size: 128
• eval_batch_size: 128
• seed: 53
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 10000
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.297	1.0	15568	2.2407	0.5113
2.1414	2.0	31136	2.1019	0.5349
2.0769	3.0	46704	2.0458	0.5440
2.0352	4.0	62272	2.0085	0.5512
2.0034	5.0	77840	1.9856	0.5555
1.9762	6.0	93408	1.9654	0.5584
1.9536	7.0	108976	1.9493	0.5618
1.9281	8.0	124544	1.9358	0.5642
1.9065	9.0	140112	1.9251	0.5664
1.8871	10.0	155680	1.9183	0.5679

Framework versions

• Transformers 4.30.2
• Pytorch 2.9.1+cu128
• Datasets 4.1.1
• Tokenizers 0.13.3