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gokulsrinivasagan/bert_train_book_ent_15p_mid_stsb

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

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berttrainbookent15pmidstsb

This model is a fine-tuned version of gokulsrinivasagan/bert_train_book_ent_15p_mid on the GLUE STSB dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.3872
  • —Pearson: nan
  • —Spearmanr: nan
  • —Combined Score: nan

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
  • —trainbatchsize: 256
  • —evalbatchsize: 256
  • —seed: 10
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 50

Training results

Training LossEpochStepValidation LossPearsonSpearmanrCombined Score
5.14231.0232.9542nannannan
2.20592.0462.5112nannannan
2.17333.0692.4655nannannan
2.17144.0922.4241nannannan
2.17025.01152.3872nannannan
2.18186.01382.3872nannannan
2.16837.01612.4512nannannan
2.17068.01842.5441nannannan
2.16639.02072.5613nannannan
2.16710.02302.58030.02050.01960.0201

Framework versions

  • —Transformers 4.51.2
  • —Pytorch 2.6.0+cu126
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1