ncduy_roberta-imdb-sentiment-analysis-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of ncduy/roberta-imdb-sentiment-analysis on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.7351

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: 0.0005
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 8

Training results

accuracy	train_loss	epoch
0.5131	None	0
0.5885	0.7327	0
0.6147	0.6602	1
0.6890	0.5931	2
0.7183	0.5550	3
0.7267	0.5275	4
0.7058	0.5040	5
0.7330	0.4999	6
0.7351	0.4875	7

Framework versions

• PEFT 0.8.2
• Transformers 4.37.2
• Pytorch 2.2.0
• Datasets 2.16.1
• Tokenizers 0.15.2