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roberta-large-finetuned-mnli
brutusxu/roberta-large-finetuned-mnli
roberta-large-finetuned-mnli is a text classification model from brutusxu. Use it when you need a label for a piece of text. It is set up for transformers.
roberta-large finetuned on mnli dataset https://huggingface.co/datasets/multinli
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jan 5, 2023
- Updated
- Jan 5, 2023
- SHA
- 0128558d
Try a prompt
Model card
From the Hugging Face model README
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
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Jan 5, 2023
- Updated
- Jan 5, 2023