# madhurjindal/autonlp-Gibberish-Detector-492513457

Model from Hugging Face for text classification: madhurjindal/autonlp-Gibberish-Detector-492513457 · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/madhurjindal/autonlp-Gibberish-Detector-492513457
- Hosting: hosted (12 files)
- Files: 12 hosted of 16 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 12 files, 269.5 MB
- Full repo upstream: 805.3 MB
- Recommended file: 267.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 81365
- Stars: 69
- Card completeness: 96%

## Description

External Hugging Face catalog record for madhurjindal/autonlp-Gibberish-Detector-492513457. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: madhurjindal/autonlp-data-Gibberish-Detector. Base model: distilbert-base-uncased. Includes 2 model-card evaluation signals. Popularity signal at import: 80,589 downloads and 69 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Base model: distilbert-base-uncased
- Task categories: text-classification
- Languages: en
- Referenced datasets: madhurjindal/autonlp-data-Gibberish-Detector
- Model-index entries: autonlp-Gibberish-Detector-492513457
- Evaluation signals: 2 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- autonlp-data-Gibberish-Detector: Accuracy = 0.9736 (Gibberish Detection)
- autonlp-data-Gibberish-Detector: F1 Score = 0.9736 (Gibberish Detection)

## Referenced Data

- Dataset: madhurjindal/autonlp-data-Gibberish-Detector

## File Hints

- .gitattributes (1.3 KB)
- README.md (11 KB)
- config.json (870 B)
- model.safetensors (255 MB) LFS
- onnx/config.json (912 B)
- onnx/model.onnx (256 MB) LFS
- onnx/special_tokens_map.json (695 B)
- onnx/tokenizer.json (695 KB)
- onnx/tokenizer_config.json (1.4 KB)
- onnx/vocab.txt (226 KB)
- pytorch_model.bin (255 MB) LFS
- sample_input.pkl (2.0 KB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-07-29T22:21:30.635Z.
- Open license detected as mit.
- Model-index metadata found for autonlp-Gibberish-Detector-492513457.
- Model card references dataset context: madhurjindal/autonlp-data-Gibberish-Detector.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-madhurjindal-autonlp-gibberish-detector-492513457
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/files?limit=100
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-madhurjindal-autonlp-gibberish-detector-492513457
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-madhurjindal-autonlp-gibberish-detector-492513457&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-madhurjindal-autonlp-gibberish-detector-492513457/decentralized-fallbacks