README.md · tesemnikov-av/rubert-ner-toxicity at main

metadata

widget:
  - text: Ну ты и придурок!!

NER Toxic models

Fine-tuning cointegrated/rubert-tiny-toxicity model on data from toxic_dataset_ner

language: RU

!pip install transformers > /dev/null

from transformers import (
    AutoModelForTokenClassification, 
    AutoTokenizer, 
    pipeline
)

model = AutoModelForTokenClassification.from_pretrained('tesemnikov-av/rubert-ner-toxicity')
tokenizer = AutoTokenizer.from_pretrained('tesemnikov-av/rubert-ner-toxicity')


pipe = pipeline(model=model, tokenizer=tokenizer, task='ner', aggregation_strategy='average')
text = "Они охриневшие там все придурки!!"

print(text)
print(pipe(text))