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shubhamgantayat/paper-pretrained-model

sourceHugging Facemitupdated 3y agoView on Hugging Face
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paper-pretrained-model

This model is a fine-tuned version of shubhamgantayat/paper-pretrained-model on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.3898

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: 0.0005
  • —trainbatchsize: 4
  • —evalbatchsize: 4
  • —seed: 42
  • —gradientaccumulationsteps: 8
  • —totaltrainbatch_size: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 1000
  • —num_epochs: 3
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
No log1.01011.6119
No log2.02021.4190
No log3.03031.3898

Framework versions

  • —Transformers 4.38.2
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2