toxic_generation_classifier

This model is a fine-tuned version of Tochka-AI/ruRoPEBert-classic-base-2k on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.1611
• Accuracy: 0.9536
• F1: 0.9537

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: 0.0002
• 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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	149	0.1758	0.9460	0.9457
No log	2.0	298	0.1611	0.9536	0.9537

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.0.0
• Tokenizers 0.19.1