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roberta-large-finetuned-mnli

roberta-large finetuned on mnli dataset https://huggingface.co/datasets/multi_nli

accuracy on val_match: 0.9013 accuracy on val_mismatch: 0.8995

usage

from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained('roberta-large')
model = AutoModelForSequenceClassification
input_ids = tokenizer('I love English </s> I like English.',return_tensors='pt').input_ids
with torch.no_grad():
    logits = model(input_ids).logits

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