gpt2-lora-592K-snli-model2

This model is a fine-tuned version of openai-community/gpt2 on the snli dataset. It achieves the following results on the evaluation set:

• Loss: 0.5249
• Accuracy: 0.7926

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: 256
• eval_batch_size: 128
• seed: 10
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.7231	1.0	2146	0.5854	0.7600
0.6412	2.0	4292	0.5355	0.7867
0.6266	3.0	6438	0.5249	0.7926

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.1+cu121
• Datasets 2.15.0
• Tokenizers 0.15.0