milyiyo_selectra-small-finetuned-amazon-review-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of milyiyo/selectra-small-finetuned-amazon-review on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.6063

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
0.4859	None	0
0.5560	0.6889	0
0.5853	0.6739	1
0.5812	0.6596	2
0.5759	0.6527	3
0.5770	0.6484	4
0.5927	0.6430	5
0.5885	0.6437	6
0.6063	0.6373	7

Framework versions

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