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financeLM_outputpath_final_model_15

This model is a fine-tuned version of openai-community/gpt2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9396

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: 4
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 15

Training results

Training Loss Epoch Step Validation Loss
1.6902 1.0 671 1.3422
1.0644 2.0 1342 1.3353
0.8371 3.0 2013 1.4028
0.6842 4.0 2685 1.4639
0.5775 5.0 3356 1.5597
0.4967 6.0 4027 1.6722
0.438 7.0 4698 1.7115
0.3909 8.0 5370 1.7681
0.3556 9.0 6041 1.8081
0.3293 10.0 6712 1.8478
0.3076 11.0 7383 1.8752
0.2908 12.0 8055 1.8949
0.2781 13.0 8726 1.9260
0.2685 14.0 9397 1.9298
0.2602 14.99 10065 1.9396

Framework versions

  • Transformers 4.35.0
  • Pytorch 2.1.2+cu121
  • Datasets 2.14.5
  • Tokenizers 0.14.1
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