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Model Details
Model Description
- Language(s) (NLP): Russian
- License: apache-2.0
- Finetuned from model: ai-forever/ruRoberta-large
Usage
from transformers import AutoTokenizer, AutoModelForSequenceClassification
model = AutoModelForSequenceClassification.from_pretrained("pasukka/auto-parts-term-classifier-v.2")
tokenizer = AutoTokenizer.from_pretrained('ai-forever/ruRoberta-large')
term = 'фильтр топливный'
outputs = model.forward(**tokenizer(term, return_tensors='pt').to(device='cuda'))
id = outputs.logits.argmax(dim=1)[0].item()
print(model.config.id2label[id])
Result:
фильтр
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Base model
ai-forever/ruRoberta-large