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java_and_text_gpt2

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

  • Loss: 1.7454
  • Accuracy: 0.1806
  • Num Input Tokens Seen: 1990656

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: 4
  • eval_batch_size: 4
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 2
  • total_train_batch_size: 8
  • total_eval_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss Accuracy Input Tokens Seen
No log 0 0 11.0141 0.1944 0
2.3634 0.6173 50 2.2269 0.1944 409600
2.003 1.2346 100 1.7977 0.2222 819200
1.7323 1.8519 150 1.7828 0.2222 1228800
1.6991 2.4691 200 1.7454 0.1806 1638400

Framework versions

  • Transformers 4.43.2
  • Pytorch 2.4.0
  • Datasets 2.20.0
  • Tokenizers 0.19.1
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