CoolFace
Modelpublic

ajrayman/Artistic_Interests_continuous

sourceHugging Facemitupdated 14d agoView on Hugging Face
0likes94downloads
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. -->

ArtisticInterestscontinuous

This model is a fine-tuned version of microsoft/deberta-v3-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0546
  • Rmse: 0.2337
  • Mae: 0.1878
  • Corr: 0.2377

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: 2e-05
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 1234
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_ratio: 0.06
  • num_epochs: 8

Training results

Training LossEpochStepValidation LossRmseMaeCorr
No log1.02350.05120.22620.18460.2574
No log2.04700.06470.25430.20080.2617
0.0773.07050.05460.23370.18780.2377

Framework versions

  • Transformers 4.44.1
  • Pytorch 1.11.0
  • Datasets 2.12.0
  • Tokenizers 0.19.1