DeBERTa-v3-base-mnli-fever-anli

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Small context
183M
1 language
license:mit
by
MoritzLaurer
Other
OTHER
Good
417K downloads
Production-ready
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Edge AI:
Mobile
Laptop
Server
1GB+ RAM
Mobile
Laptop
Server
Quick Summary

--- language: - en license: mit tags: - text-classification - zero-shot-classification datasets: - multi_nli - facebook/anli - fever metrics: - accuracy pipelin...

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1GB+ RAM

Code Examples

How to use the modelpythontransformers
#!pip install transformers[sentencepiece]
from transformers import pipeline
classifier = pipeline("zero-shot-classification", model="MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli")
sequence_to_classify = "Angela Merkel is a politician in Germany and leader of the CDU"
candidate_labels = ["politics", "economy", "entertainment", "environment"]
output = classifier(sequence_to_classify, candidate_labels, multi_label=False)
print(output)

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