anvay_finetuning-cardiffnlp-sentiment-model-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of anvay/finetuning-cardiffnlp-sentiment-model on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.7696

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
0.4241	None	0
0.6806	0.6581	0
0.7194	0.5688	1
0.7288	0.5244	2
0.7466	0.4909	3
0.7539	0.4672	4
0.7466	0.4497	5
0.7654	0.4388	6
0.7696	0.4364	7

Framework versions

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