JonatanGk_roberta-base-bne-finetuned-cyberbullying-spanish-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of JonatanGk/roberta-base-bne-finetuned-cyberbullying-spanish on the tweet_eval dataset. It achieves the following results on the evaluation set:

• accuracy: 0.6

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
0.5257	None	0
0.5089	0.8169	0
0.5424	0.7018	1
0.5665	0.6875	2
0.5717	0.6690	3
0.5822	0.6540	4
0.5885	0.6430	5
0.5906	0.6339	6
0.6	0.6268	7

Framework versions

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