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

dfine_s_coco-ONNX

Date: 2026-11-15Commit: a3cf031Signed: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 158 MB in all. Published by onnx-community under Apache-2.0.

vision158MBdfine_s_coco-ONNXonnxpermissive
FactsParamsnot statedSize158 MBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/dfine_s_coco-ONNX
# manifest sha256 b7acc226480a… · 158 MB · 12 files
$ fw verify ./dfine_s_coco-ONNX onnx-community/dfine_s_coco-ONNX
From sourceHosted (signed)onnx-community/dfine_s_coco-ONNXLast check: 2026-11-15 04:59 UTC
Run at homeGet help

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

Quantized of dfine-small-coco.

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
158 MB
Weights
11.2 MB (smallest of 8 ONNX variants)
Parameters
not stated
Formats
onnx
Task
object detection
License
Apache-2.0 (permissive)
Files
12, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: ustc-community/dfine-small-coco

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 04:59 UTCpassed

Model card

From the publisher at commit a3cf031. Shown as plain text with links; images open at the publisher.

https://huggingface.co/ustc-community/dfine_s_coco with ONNX weights to be compatible with Transformers.js.

Transformers.js#

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

npm i @huggingface/transformers

You can then use the model like this:

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

const detector = await pipeline("object-detection", "onnx-community/dfine_s_coco-ONNX");

const image = "https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg";
const output = await detector(image, { threshold: 0.5 });
console.log(output);

Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).

Files

12 files · 158 MBWeights 11.2 MB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.19 KB0f93456868aea0e008a6f3ef25967db7d97a431af29a3c68c5f590be018baea3
config.json6.66 KB9338ef3863d6e95627d4ab06009fa85b1dd523b346b5c3595de2b08862136e99
onnx/model.onnx41.5 MBcd8a49a945feda6d28c6304ae8ae85c2759ba1d78a5a83a22c5ce8db82ef7238
onnx/model_bnb4.onnx23.8 MB37c88646674476fe9d9fdac3324920caf0079bdaf31b9e4debfeea0b74dc0354
onnx/model_fp16.onnx21.0 MB327193f65c26ed0e14d916e94cd5d38758298f0b8726b5f169c6b30a85ab5ab5
onnx/model_int8.onnx11.2 MB51b22e7720d21345447e24b0f2b31a3517d83c1ebfe3ce809ab785d00a656882
onnx/model_q4.onnx24.2 MBd3ecfc7d139fdb39886d1c37fbfe54627c42fd88c33b6d5d231ed6ec7f26f30e
onnx/model_q4f16.onnx13.7 MB273b92d0ce511e9c2669dad1332d74a7c5ca63a5f882d1ece8570bafd455ce3d
onnx/model_quantized.onnx11.2 MB1929a508f43c2d60f62f32308506cec21b31c7e4518c5e0458ca75688d6faa8f
onnx/model_uint8.onnx11.2 MB1929a508f43c2d60f62f32308506cec21b31c7e4518c5e0458ca75688d6faa8f
preprocessor_config.json444 Bcd38cd59999e7a95d68e487fbe5132df3d4e5c32a0836add57e6126ba0c4eaf1
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a3cf03147a pinned now2026-11-15 04:59 UTC12 files · 158 MB

Use it

$ fw get onnx-community/dfine_s_coco-ONNX
# manifest sha256 b7acc226480a… · 158 MB · 12 files
$ fw verify ./dfine_s_coco-ONNX onnx-community/dfine_s_coco-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/dfine_s_coco-ONNX.json --dir ./dfine_s_coco-ONNX $ python3 fw.py verify ./dfine_s_coco-ONNX ./onnx-community__dfine_s_coco-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/dfine_s_coco-ONNX --revision a3cf03147a9b86c78475139115c8ac142577352d --local-dir ./dfine_s_coco-ONNX
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model ustc-community/dfine-small-coco: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
0f93456868aea0e008a6f3ef25967db7d97a431af29a3c68c5f590be018baea3
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: dfine_s_coco-ONNXDate: 2026-11-15Commit: a3cf031Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/dfine_s_coco-ONNX
Pinned commit
a3cf03147a9b86c78475139115c8ac142577352d
Manifest
dfine_s_coco-ONNX.json · .minisig
Manifest sha256
b7acc226480a788abdce79efdf3dc90f17365da6fc37f202d64dca9eb82fc98e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:59 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

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

ustc-community/dfine-small-coco · 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/dfine_s_coco-ONNX
Open in Freeweights Studio

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

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

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