Bainbridge / gpt2-synth-real

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: March 29 2023
text-generation

Introduction of gpt2-synth-real

Model Details of gpt2-synth-real

gpt2-synth-real

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

  • Loss: 0.4267
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: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 4
  • seed: 21
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss
80.0811 0.01 10 76.0005
63.2867 0.02 20 55.5177
30.7747 0.03 30 19.9807
17.8136 0.04 40 12.4432
6.5809 0.05 50 5.7868
3.8801 0.06 60 3.3238
2.2807 0.07 70 1.8328
1.3763 0.08 80 1.1114
0.8658 0.09 90 1.0464
0.748 0.1 100 0.8199
0.5694 0.12 110 0.5984
0.6427 0.13 120 0.6168
0.5534 0.14 130 0.5981
0.5483 0.15 140 0.5450
0.5384 0.16 150 0.4926
0.4926 0.17 160 0.4924
0.5059 0.18 170 0.4762
0.4372 0.19 180 0.4733
0.4833 0.2 190 0.4785
0.4511 0.21 200 0.4511
0.4163 0.22 210 0.4534
0.4849 0.23 220 0.4420
0.4857 0.24 230 0.4421
0.6163 0.25 240 0.4336
0.5151 0.26 250 0.4344
0.4533 0.27 260 0.4280
0.3812 0.28 270 0.4387
0.475 0.29 280 0.4274
0.4354 0.3 290 0.4272
0.3912 0.31 300 0.4305
0.3944 0.32 310 0.4204
0.4166 0.33 320 0.4239
0.3677 0.35 330 0.4246
0.4135 0.36 340 0.4267
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.11.0+cu113
  • Datasets 2.6.1
  • Tokenizers 0.12.1

Runs of Bainbridge gpt2-synth-real on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-2
30-day runs

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https://huggingface.co/Bainbridge/gpt2-synth-real

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https://huggingface.co/Bainbridge/gpt2-synth-real

gpt2-synth-real install

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gpt2-synth-real install url in huggingface.co:

https://huggingface.co/Bainbridge/gpt2-synth-real

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