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