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pq-Classifier – AI Model by asycv | AlphaNeural AI

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asycv/
pq-Classifier

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text-classification

microsoft/deberta-v3-small

endpoints_compatible

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zLoLA-V Quality Classifier

A lightweight classification model built on DeBERTa-v3-small for analyzing input structure, clarity, and intent categories.

Labels

clear
vague
unsafe
overloaded
technical
creative

Intended Uses

Input dataset filtering
Evaluation workflows
Input quality inspection
Safety preprocessing

Base Model

This model is fine-tuned from:

microsoft/deberta-v3-small

Example

python

from transformers import pipeline

clf = pipeline(
    "text-classification",
    model="asycv/zLoLA-V-p-classifier"
)

clf("Explain transformers in simple terms.")