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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.") |