Bainbridge / gpt2-kl_01_06-hs_cn

huggingface.co
Total runs: 13
24-hour runs: 2
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 09 2023
text-generation

Introduction of gpt2-kl_01_06-hs_cn

Model Details of gpt2-kl_01_06-hs_cn

gpt2-kl_01_06-hs_cn

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

  • Loss: 0.5370
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
73.585 0.02 10 69.5774
46.144 0.04 20 32.9575
13.6058 0.06 30 10.6547
6.3387 0.08 40 4.6760
3.108 0.1 50 2.0148
1.4388 0.12 60 1.0426
1.0724 0.14 70 0.8244
0.8676 0.16 80 0.7317
0.7752 0.18 90 0.6445
0.758 0.2 100 0.6256
0.6361 0.22 110 0.6496
0.7083 0.24 120 0.5916
0.6812 0.26 130 0.5862
0.6816 0.28 140 0.6004
0.6585 0.3 150 0.6169
0.6748 0.32 160 0.5657
0.5729 0.34 170 0.5632
0.6929 0.36 180 0.5639
0.6994 0.38 190 0.5600
0.6378 0.4 200 0.5548
0.7489 0.42 210 0.5516
0.6943 0.44 220 0.5500
0.583 0.46 230 0.5526
0.6132 0.48 240 0.5489
0.6047 0.5 250 0.5489
0.6231 0.52 260 0.5420
0.6158 0.54 270 0.5399
0.6488 0.56 280 0.5399
0.6338 0.58 290 0.5374
0.5891 0.6 300 0.5400
0.6086 0.62 310 0.5388
0.7123 0.64 320 0.5365
0.5639 0.66 330 0.5387
0.5628 0.68 340 0.5351
0.581 0.7 350 0.5381
0.5602 0.72 360 0.5404
0.667 0.74 370 0.5370
Framework versions
  • Transformers 4.29.0.dev0
  • Pytorch 1.12.0a0+bd13bc6
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of Bainbridge gpt2-kl_01_06-hs_cn on huggingface.co

13
Total runs
2
24-hour runs
2
3-day runs
0
7-day runs
0
30-day runs

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