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muhtasham/tiny-mlm-glue-rte-custom-tokenizer-expand-vocab

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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tiny-mlm-glue-rte-custom-tokenizer-expand-vocab

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.4372

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: 3e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: constant
  • —training_steps: 5000

Training results

Training LossEpochStepValidation Loss
6.2491.65005.5560
5.57723.2110005.2693
5.36374.8115005.0609
5.19696.4120004.9263
5.12878.0125004.8379
4.989.6230004.6589
4.883711.2235004.6109
4.812712.8240004.5723
4.690914.4245004.4488
4.586216.0350004.4372

Framework versions

  • —Transformers 4.27.0.dev0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.9.1.dev0
  • —Tokenizers 0.13.2