asycv/pq-Classifier

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

from transformers import pipeline

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

clf("Explain transformers in simple terms.")