---
license: apache-2.0
language:
- en
tags:
- text-classification
- evaluation
- deberta
- transformers
pipeline_tag: text-classification
base_model:
- microsoft/deberta-v3-small
library_name: transformers
---
# 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.")