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  ---
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
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  license: apache-2.0
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+ language:
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+ - en
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+ tags:
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+ - text-classification
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+ - evaluation
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+ - deberta
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+ - transformers
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+ pipeline_tag: text-classification
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+ base_model:
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+ - microsoft/deberta-v3-small
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+ library_name: transformers
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  ---
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+ # zLoLA-V Quality Classifier
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+
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+ A lightweight classification model built on DeBERTa-v3-small for analyzing input structure, clarity, and intent categories.
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+
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+ ## Labels
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+
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+ - clear
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+ - vague
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+ - unsafe
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+ - overloaded
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+ - technical
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+ - creative
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+
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+ ## Intended Uses
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+
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+ - Input dataset filtering
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+ - Evaluation workflows
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+ - Input quality inspection
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+ - Safety preprocessing
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+
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+ ## Base Model
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+
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+ This model is fine-tuned from:
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+
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+ - microsoft/deberta-v3-small
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+
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+ ## Example
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+
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+ ```python
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+ from transformers import pipeline
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+
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+ clf = pipeline(
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+ "text-classification",
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+ model="asycv/zLoLA-V-p-classifier"
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+ )
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+
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+ clf("Explain transformers in simple terms.")