CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.vision / BERT-tiny-RAID-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

BERT-tiny-RAID-ONNX

Date: 2026-11-15Commit: 8f5741aSigned: 2DC28CC7B26A283B ✓

Text classification model. Onnx weights, 81.6 MB in all. Published by onnx-community under MIT.

vision81.6MBBERT-tiny-RAID-ONNXonnxpermissive
FactsParamsnot statedSize81.6 MBFormatsonnxTasktext classificationLicenseMITFrom sourcepermissive
$ fw get onnx-community/BERT-tiny-RAID-ONNX
# manifest sha256 cf22a4dc7a1b… · 81.6 MB · 15 files
$ fw verify ./BERT-tiny-RAID-ONNX onnx-community/BERT-tiny-RAID-ONNX
From sourceHosted (signed)onnx-community/BERT-tiny-RAID-ONNXLast check: 2026-11-15 05:29 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of BERT-tiny-RAID.

Works with

Run2Convert3Scan1

Runs with

Ranked by fit to this model (onnx), then by GitHub stars.

UltralyticsOpenVINO

Convert with

ONNXOptimumOlive

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
81.6 MB
Weights
4.48 MB (smallest of 8 ONNX variants)
Parameters
not stated
Formats
onnx
Task
text classification
License
MIT (permissive)
Files
15, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: ShantanuT01/BERT-tiny-RAID

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 05:29 UTCpassed

Model card

From the publisher at commit 8f5741a. Shown as plain text with links; images open at the publisher.

BERT-tiny-RAID (ONNX)#

This is an ONNX version of ShantanuT01/BERT-tiny-RAID. It was automatically converted and uploaded using this Hugging Face Space.

Usage with Transformers.js#

See the pipeline documentation for text-classification: https://huggingface.co/docs/transformers.js/api/pipelines#module_pipelines.TextClassificationPipeline

BERT-tiny RAID Detector#

This model is used to detect AI-generated texts from the RAID dataset. The model outputs a score corresponding to the likelihood that the text is human.

This model was trained on a stratified subset of RAID's training data.

Model Details#

  • Base Model: prajjwal1/bert-tiny
  • Optimizer: Adam
  • Loss Function: FocalLoss
  • Hyperparameters:
    • Learning rate: 5e-5
    • Epochs: 5
    • Learning rate: 1e-5
    • Epochs: 5

Files

15 files · 81.6 MBWeights 4.48 MB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 15 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.07 KB7f060912ce9065cd36a65e4fc8e60ddfd219ec6e870fb59128eab0b80d9999f1
config.json672 Bc72b4a25288ad495a2dc582aa836eec7a3ee54dd278a6765cd80bc44135c1036
onnx/model.onnx17.6 MBb7b83d30c66fa5aef49fb3019ff294e451983c9a810e9999c8480c25af514d24
onnx/model_bnb4.onnx16.3 MB24b887edee1629c67364c15f2e9e175782c06684e05f013f18d398ff37b45e5c
onnx/model_fp16.onnx8.83 MB8e30e850c9e9bc02d77a83a0a82737fa38e3af10b6423c85b7e257890513e6c2
onnx/model_int8.onnx4.48 MB1c06c10cc1b8c1be81e863e11c92fb65deb2f39deb3647284ebe590483266760
onnx/model_q4.onnx16.3 MB24b887edee1629c67364c15f2e9e175782c06684e05f013f18d398ff37b45e5c
onnx/model_q4f16.onnx8.27 MB0b62c61aefb4fc8575d5a4c4778921d4ca46fd56c045881504ef734af9c3f993
onnx/model_quantized.onnx4.48 MB1c06c10cc1b8c1be81e863e11c92fb65deb2f39deb3647284ebe590483266760
onnx/model_uint8.onnx4.48 MBca41bd7834e06da09b74bdbf63300a0e4935663a276060f995885ffba74da265
special_tokens_map.json695 B5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a
tokenizer.json712 KBcb374d6bc042c22455946f4e09a89d29882a199fdaf8fb25be00dc8b8857a448
tokenizer_config.json1.49 KBfe7b9e43fbb955c7a6ad00d597382e484dbb4dc14fb8cdb3f75e859de1e24cf7
vocab.txt232 KB07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
8f5741a3d4 pinned now2026-11-15 05:29 UTC15 files · 81.6 MB

Use it

$ fw get onnx-community/BERT-tiny-RAID-ONNX
# manifest sha256 cf22a4dc7a1b… · 81.6 MB · 15 files
$ fw verify ./BERT-tiny-RAID-ONNX onnx-community/BERT-tiny-RAID-ONNX
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/BERT-tiny-RAID-ONNX.json --dir ./BERT-tiny-RAID-ONNX $ python3 fw.py verify ./BERT-tiny-RAID-ONNX ./onnx-community__BERT-tiny-RAID-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/BERT-tiny-RAID-ONNX --revision 8f5741a3d45781899100c9a299b25624b5afa914 --local-dir ./BERT-tiny-RAID-ONNX
Run at home

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
7f060912ce9065cd36a65e4fc8e60ddfd219ec6e870fb59128eab0b80d9999f1
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject: BERT-tiny-RAID-ONNXDate: 2026-11-15Commit: 8f5741aSigned: 2DC28CC7B26A283B ✓
Upstream
onnx-community/BERT-tiny-RAID-ONNX
Pinned commit
8f5741a3d45781899100c9a299b25624b5afa914
Manifest
BERT-tiny-RAID-ONNX.json · .minisig
Manifest sha256
cf22a4dc7a1b87167a3034b37f00a4390db07c7140e83fa48aecac5024a1356b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/BERT-tiny-RAID-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/BERT-tiny-RAID-ONNX.json.minisig $ minisign -Vm BERT-tiny-RAID-ONNX.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

Parent

ShantanuT01/BERT-tiny-RAID · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/BERT-tiny-RAID-ONNX
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. BERT-tiny-RAID-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/BERT-tiny-RAID-ONNX

Related models

All of alt.freeweights.vision →
From: dima806 <huggingface.co/dima806>Subject: ai_vs_real_image_detection
From: legekka <huggingface.co/legekka>Subject: AI-Anime-Image-Detector-ViT
From: onnx-community <huggingface.co/onnx-community>Subject: AI-Anime-Image-Detector-ViT-ONNX
From: AICodexLab <huggingface.co/AICodexLab>Subject: answerdotai-ModernBERT-base-ai-detector
From: onnx-community <huggingface.co/onnx-community>Subject: answerdotai-ModernBERT-base-ai-detector-ONNX
From: onnx-community <huggingface.co/onnx-community>Subject: bart-large-cnn-ONNX