CoolFace
Modelpublic

bookpanda/wangchanberta-base-att-spm-uncased-finetuned-imdb

sourceHugging Faceupdated 4y agoView on Hugging Face
0likes127downloads
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. -->

wangchanberta-base-att-spm-uncased-finetuned-imdb

This model is a fine-tuned version of airesearch/wangchanberta-base-att-spm-uncased on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0810

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
0.18311.048260.1542
0.12.096520.1075
0.09463.0144780.0443
0.06184.0193040.0830
0.07835.0241300.0810

Framework versions

  • —Transformers 4.15.0
  • —Pytorch 1.11.0+cu113
  • —Datasets 1.17.0
  • —Tokenizers 0.10.3