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gokuls/mobilebert_add_GLUE_Experiment_logit_kd_pretrain_stsb

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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mobilebertaddGLUEExperimentlogitkdpretrain_stsb

This model is a fine-tuned version of gokuls/mobilebert_add_pre-training-complete on the GLUE STSB dataset. It achieves the following results on the evaluation set:

  • —Loss: nan
  • —Mse: 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: 128
  • —evalbatchsize: 128
  • —seed: 10
  • —distributed_type: multi-GPU
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 50

Training results

Training LossEpochStepValidation LossMse
0.01.045nannan
0.02.090nannan
0.03.0135nannan
0.04.0180nannan
0.05.0225nannan
0.06.0270nannan

Framework versions

  • —Transformers 4.26.0
  • —Pytorch 1.14.0a0+410ce96
  • —Datasets 2.9.0
  • —Tokenizers 0.13.2