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alt.freeweights.vision / BEN2-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

BEN2-ONNX

Date: 2026-11-15Commit: c552aa8Signed: 2DC28CC7B26A283B ✓

Image segmentation model. Onnx weights, 219 MB in all. Published by onnx-community under MIT.

vision219MBBEN2-ONNXonnxpermissive
FactsParamsnot statedSize219 MBFormatsonnxTaskimage segmentationLicenseMITFrom sourcepermissive
$ fw get onnx-community/BEN2-ONNX
# manifest sha256 e582bfb22162… · 219 MB · 5 files
$ fw verify ./BEN2-ONNX onnx-community/BEN2-ONNX
From sourceHosted (signed)onnx-community/BEN2-ONNXLast check: 2026-11-15 04:46 UTC
Run at homeGet help

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

Quantized of BEN2.

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
219 MB
Weights
219 MB (ONNX)
Parameters
not stated
Formats
onnx
Task
image segmentation
License
MIT (permissive)
Files
5, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: PramaLLC/BEN2

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 04:46 UTCpassed

Model card

From the publisher at commit c552aa8. Shown as plain text with links; images open at the publisher.

Usage (Transformers.js)#

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @huggingface/transformers

Example: Remove background of an image

import { pipeline } from '@huggingface/transformers';

const segmenter = await pipeline('background-removal', 'onnx-community/BEN2-ONNX');
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/woman-with-afro_medium.jpg';
const output = await segmenter([url]);
output[0].save('mask.png');
// You can also use `output[0].toCanvas()` or `await output[0].toBlob()` if you would like to access the output without saving.
InputOutput
Image: inputImage: output

Files

5 files · 219 MBWeights 219 MB (ONNX). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.15 KBf23fb7d228ed8c576245326a1468cd7b66719231c1f05132716410cfa960f19a
config.json80 Ba1955f3bbdd628a0ea0339ec14bc98ba7b09e1a35d267e4ab01e902d2489dfa5
onnx/model_fp16.onnx219 MBdfdc25f421f32a0d1268e0f2ff2153d340e8f1d52d3dd16f5dc33c1ce85cedf1
preprocessor_config.json391 B447d9ccb2c4129ab0ca045fc293e7d79dbc45e293ac1e94818d865db77f65a54
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
c552aa8268 pinned now2026-11-15 04:46 UTC5 files · 219 MB

Use it

$ fw get onnx-community/BEN2-ONNX
# manifest sha256 e582bfb22162… · 219 MB · 5 files
$ fw verify ./BEN2-ONNX onnx-community/BEN2-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/BEN2-ONNX.json --dir ./BEN2-ONNX $ python3 fw.py verify ./BEN2-ONNX ./onnx-community__BEN2-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/BEN2-ONNX --revision c552aa82688edce09f0ac9d2e31ad53d9d629010 --local-dir ./BEN2-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
f23fb7d228ed8c576245326a1468cd7b66719231c1f05132716410cfa960f19a
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: BEN2-ONNXDate: 2026-11-15Commit: c552aa8Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/BEN2-ONNX
Pinned commit
c552aa82688edce09f0ac9d2e31ad53d9d629010
Manifest
BEN2-ONNX.json · .minisig
Manifest sha256
e582bfb2216236b36fc0c9a601fd81a7617ea895d146ef444e21d78dfb156ff6
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:46 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/BEN2-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/BEN2-ONNX.json.minisig $ minisign -Vm BEN2-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

PramaLLC/BEN2 · 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/BEN2-ONNX
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. BEN2-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/BEN2-ONNX

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