CoolFace
Modelpublic

muhtasham/small-mlm-glue-cola-custom-tokenizer-expand-vocab-target-glue-cola

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
0likes22downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

small-mlm-glue-cola-custom-tokenizer-expand-vocab-target-glue-cola

This model is a fine-tuned version of muhtasham/small-mlm-glue-cola-custom-tokenizer-expand-vocab on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.7483
  • —Matthews Correlation: 0.2042

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 LossMatthews Correlation
0.591.875000.62700.0559
0.46983.7310000.73200.1675
0.33355.615000.85270.1941
0.2367.4620001.07320.1998
0.18449.3325001.22590.1681
0.147511.1930001.36070.2085
0.122513.0635001.58030.1746
0.110514.9340001.55460.1717
0.092216.7945001.74830.2042

Framework versions

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