zenkri_autotrain-Arabic_Poetry_by_Subject-920730230-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of zenkri/autotrain-Arabic_Poetry_by_Subject-920730230 on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.6628

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
0.4743	None	0
0.5791	0.6966	0
0.6157	0.6493	1
0.6272	0.6133	2
0.6230	0.5932	3
0.6524	0.5752	4
0.6503	0.5519	5
0.6576	0.5458	6
0.6628	0.5285	7

Framework versions

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