CoolFace
Modelpublic

muhtasham/small-mlm-glue-rte-from-scratch-custom-tokenizer

sourceHugging Faceupdated 4y agoView on Hugging Face
0likes30downloads
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-rte-from-scratch-custom-tokenizer

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 7.3463

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
7.73451.65007.4398
7.0513.2110007.4338
6.96854.8115007.3969
6.84226.4120007.5530
6.82928.0125007.2865
6.75999.6230007.2730
6.683911.2235007.1490
6.643312.8240007.3275
6.595714.4245007.2154
6.560116.0350007.3463

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2