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poteminr/
toxic_generation_classifier

Name: toxic_generation_classifier
Availability: InStock

generated_from_trainer

custom_code

Tochka-AI/ruRoPEBert-classic-base-2k

finetune

autotrain_compatible

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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

poteminr/toxic_generation_classifier

toxic_generation_classifier

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

poteminr/
toxic_generation_classifier