metadata

tags:
  - generated_from_trainer
model-index:
  - name: twitter-roberta-base-finetuned-twitter-user-desc
    results: []

twitter-roberta-base-finetuned-twitter-user-desc

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base on a dataset of twitter user descriptions. It achieves the following results on the evaluation set:

eval_perplexity: 2.33
epoch: 15
step: 10635

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
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15
mixed_precision_training: Native AMP

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6