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sloberta-esnli-sinli
timkmecl/sloberta-esnli-sinli
sloberta-esnli-sinli is a text classification model from timkmecl. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as gpl-3.0.
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.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- gpl-3.0
- Model type
- camembert
- Access
- Public
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023
- SHA
- 520c1dc2
Model card
From the Hugging Face model README
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.
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- License
- gpl-3.0
- Languages
- sl
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023