CoolFace
Modelpublic

muhtasham/tiny-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. -->

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

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

  • —Loss: 0.7478
  • —Matthews Correlation: 0.0630

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
0.61171.875000.62240.0
0.59873.7310000.62170.0181
0.57865.615000.62710.0364
0.55137.4620000.65170.0412
0.52199.3325000.67530.1073
0.506711.1930000.69180.0978
0.482713.0635000.72350.0896
0.463814.9340000.74780.0630

Framework versions

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