CoolFace
Modelpublic

aXhyra/presentation_sentiment_1234567

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
0likes12downloads
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. -->

presentationsentiment1234567

This model is a fine-tuned version of distilbert-base-uncased on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0860
  • F1: 0.7183

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: 7.2792011721188e-06
  • trainbatchsize: 4
  • evalbatchsize: 4
  • seed: 0
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 4

Training results

Training LossEpochStepValidation LossF1
0.37471.0114040.65150.7045
0.65112.0228080.73340.7188
0.03623.0342120.94980.7195
1.05764.0456161.08600.7183

Framework versions

  • Transformers 4.12.5
  • Pytorch 1.9.1
  • Datasets 1.16.1
  • Tokenizers 0.10.3