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timkmecl/
sloberta-esnli-sinli

Name: sloberta-esnli-sinli
Availability: InStock

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SloBERTa model, fine-tuned for natural language inference first on 50,000 samples from ESNLI dataset, machine translated to Slovene; then fine-tuned on Slovene dataset SI-NLI.

Usage

from transformers import AutoTokenizer, AutoModelForMaskedLM

tokenizer = AutoTokenizer.from_pretrained("timkmecl/sloberta-esnli-sinli")
model = AutoModelForMaskedLM.from_pretrained("timkmecl/sloberta-esnli-sinli")

Expected inputs are of the form

Premisa: {premise}
Hipoteza: {hypothesis}

with strings {premise} and {hypothesis} being replaced with premise and hypothesis in Slovene.

Class 0 is entailment, class 1 neutral and 2 contradiction.