lightsout19 / gpt2-finetuned-cola

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30-day runs: 1
Model's Last Updated: September 18 2024

Introduction of gpt2-finetuned-cola

Model Details of gpt2-finetuned-cola

gpt2-finetuned-cola

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

  • Loss: 1.3976
  • Matthews Correlation: 0.4246
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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Matthews Correlation
0.3796 1.0 535 0.6729 0.3501
0.2829 2.0 1070 0.7611 0.3694
0.2215 3.0 1605 1.1312 0.3581
0.1993 4.0 2140 1.1153 0.3573
0.2185 5.0 2675 0.9811 0.4067
0.2188 6.0 3210 1.0690 0.4195
0.1921 7.0 3745 1.0713 0.3847
0.1642 8.0 4280 1.3494 0.4106
0.1585 9.0 4815 1.3976 0.4246
0.136 10.0 5350 1.4390 0.4158
Framework versions
  • Transformers 4.44.0
  • Pytorch 2.4.0
  • Datasets 2.21.0
  • Tokenizers 0.19.1

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gpt2-finetuned-cola huggingface.co is an AI model on huggingface.co that provides gpt2-finetuned-cola's model effect (), which can be used instantly with this lightsout19 gpt2-finetuned-cola model. huggingface.co supports a free trial of the gpt2-finetuned-cola model, and also provides paid use of the gpt2-finetuned-cola. Support call gpt2-finetuned-cola model through api, including Node.js, Python, http.

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