CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.vision / GLiNER2.5-Decide-mobile-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

GLiNER2.5-Decide-mobile-ONNX

Date: 2026-11-15Commit: 880d192Signed: 2DC28CC7B26A283B ✓

Text classification model. Onnx weights, 354 MB in all. Published by onnx-community under Apache-2.0.

vision354MBGLiNER2.5-Decide-mobile-ONNXonnxpermissive
FactsParamsnot statedSize354 MBFormatsonnxTasktext classificationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/GLiNER2.5-Decide-mobile-ONNX
# manifest sha256 ec142d3debe3… · 354 MB · 10 files
$ fw verify ./GLiNER2.5-Decide-mobile-ONNX onnx-community/GLiNER2.5-Decide-mobile-ONNX
From sourceHosted (signed)onnx-community/GLiNER2.5-Decide-mobile-ONNXLast check: 2026-11-15 05:22 UTC
Run at homeGet help

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

Quantized of GLiNER2.5-Decide.

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
354 MB
Weights
345 MB (ONNX)
Parameters
not stated
Formats
onnx
Task
text classification
License
Apache-2.0 (permissive)
Files
10, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: fastino/GLiNER2.5-Decide

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 05:22 UTCpassed

Model card

From the publisher at commit 880d192. Shown as plain text with links; images open at the publisher.

GLiNER2.5-Decide, mobile (ONNX)#

A phone-sized build of onnx-community/GLiNER2.5-Decide-ONNX (the classification path of fastino/GLiNER2.5-Decide). For the model itself, see those cards.

The q4f16 file there keeps the word embeddings in fp16: one 262 MB tensor, half the file. On iPhones that buffer plus the copies made while loading can exceed a tab's memory limit, and the tab is closed. Here the embedding lookup is quantized too (GatherBlockQuantized, 4-bit, block 32), so the file is 345 MB instead of 523 MB and no tensor is larger than about 70 MB. Everything else is unchanged.

SizeMax probability difference vs. the original q4f16
onnx/model_q4f16.onnx345 MB0.028 (42 decision prompts, ONNX Runtime CPU)

Use it like the original, with dtype: "q4f16"; with open-jev, pass this repo id as model. It plays Jevosaurus on phones. Script in conversion/.

Apache-2.0, as the original model.

Files

10 files · 354 MBWeights 345 MB (ONNX). Sizes and sha256 from the signed manifest.
Hide all 10 files with their sha256
FileSizesha256
.gitattributes1.58 KB4df65b2e51734bfbe9c0e5192c50748dad7cac8b405b437ec2e732ffb3287ca1
README.md1.41 KB69017e5ec2b35caca710a6c6b3c5ac5553d6603602a641bf7607e162c8314900
config.json1.62 KBfe7207771be1163b9837be6dab8799ceaa9cfd8bd39357f435c6ad813c757fcb
conversion/make_mobile.py1.99 KBcf48bb5c9e02fe736393269a9f8b77d06a667f0bc3a22f57e70dfc09f2adbb98
conversion/probe.mjs2.00 KB1e0c76edb25d271a95a411ae8c4faa509c1233f9503236eedff7935c31e7841c
onnx/model_q4f16.onnx342 KB99a4e4c57fb15095a7e0aada14303d3d4f4ae0c3ce09c7b456a444bc2aff0dc2
onnx/model_q4f16.onnx_data345 MB602b28f32ad602d84355de99deb3dcd549386a7ef3b8ab9c3bc4e9911e918974
special_tokens_map.json2.41 KB84ea70143f533d7e99b393d87f20010887a9ac2cba955828ef313886e4e83f4f
tokenizer.json8.33 MB3ad87d9ffe669147063e70850927dd2da90249e2acc5c8527f1eb65df467bcc8
tokenizer_config.json3.36 KBae050dc100bd157db8995b9604e4d5a9bef535f3170fdba43f167dd3126d2bf1
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
880d1921d3 pinned now2026-11-15 05:22 UTC10 files · 354 MB

Use it

$ fw get onnx-community/GLiNER2.5-Decide-mobile-ONNX
# manifest sha256 ec142d3debe3… · 354 MB · 10 files
$ fw verify ./GLiNER2.5-Decide-mobile-ONNX onnx-community/GLiNER2.5-Decide-mobile-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/GLiNER2.5-Decide-mobile-ONNX.json --dir ./GLiNER2.5-Decide-mobile-ONNX $ python3 fw.py verify ./GLiNER2.5-Decide-mobile-ONNX ./onnx-community__GLiNER2.5-Decide-mobile-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/GLiNER2.5-Decide-mobile-ONNX --revision 880d1921d315b44648c9f6c6fb6ea0b87dea2b62 --local-dir ./GLiNER2.5-Decide-mobile-ONNX
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
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
69017e5ec2b35caca710a6c6b3c5ac5553d6603602a641bf7607e162c8314900
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: GLiNER2.5-Decide-mobile-ONNXDate: 2026-11-15Commit: 880d192Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/GLiNER2.5-Decide-mobile-ONNX
Pinned commit
880d1921d315b44648c9f6c6fb6ea0b87dea2b62
Manifest
GLiNER2.5-Decide-mobile-ONNX.json · .minisig
Manifest sha256
ec142d3debe369f5bd6facd11ee46ae8fa8c480a5b4067247f50dabe13116f2c
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:22 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/GLiNER2.5-Decide-mobile-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/GLiNER2.5-Decide-mobile-ONNX.json.minisig $ minisign -Vm GLiNER2.5-Decide-mobile-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

fastino/GLiNER2.5-Decide · 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/GLiNER2.5-Decide-mobile-ONNX
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. GLiNER2.5-Decide-mobile-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/GLiNER2.5-Decide-mobile-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