pszemraj/gibberish_detector_onnx-quant-avx512_vnni

By pszemraj · ↓ 1 · ♥ 2 · Updated 2025-12-29

What's in this repo

This page lists the files in pszemraj/gibberish_detector_onnx-quant-avx512_vnni, including model_quantized.onnx.

1 ONNX models (.onnx files)
9 files, including 5 .json, 1 .md, 1 .onnx, 1 .txt
Last updated 2025-12-29

ONNX files

File	Size	Download
model_quantized.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

gibberish_detector_onnx: quantized

# pip install 'optimum[onnxruntime,exporters]'
from optimum.pipelines import pipeline

classifier = pipeline(
    "text-classification",
    model="pszemraj/gibberish_detector_onnx-quant-avx512_vnni",
    accelerator="ort",
)
classifier("ayy waddup")
# [{'label': 'noise', 'score': 0.5396928787231445}]

Note: If you use this on a machine that doesn't have avx512_vnni (run lscpu | grep avx512_vnni), your output may differ from the one in the comment.

Model info

text-classification transformers

transformers onnx distilbert text-classification license:apache-2.0 text-embeddings-inference endpoints_compatible region:us

↓ 1 ♥ 2

Created: 2024-02-20

Updated: 2025-12-29

View on Hugging Face

Files (9)

.gitattributes

README.md

config.json

model_quantized.onnx ONNX

ort_config.json

special_tokens_map.json

tokenizer.json

tokenizer_config.json

vocab.txt

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