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

dfine_l_coco-ONNX

Date: 2026-11-15Commit: e09b218Signed: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 526 MB in all. Published by onnx-community under Apache-2.0.

vision526MBdfine_l_coco-ONNXonnxpermissive
FactsParamsnot statedSize526 MBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/dfine_l_coco-ONNX
# manifest sha256 8ef62800a7d4… · 526 MB · 12 files
$ fw verify ./dfine_l_coco-ONNX onnx-community/dfine_l_coco-ONNX
From sourceHosted (signed)onnx-community/dfine_l_coco-ONNXLast check: 2026-11-15 05:21 UTC
Run at homeGet help

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

Quantized of dfine-large-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
526 MB
Weights
32.7 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-large-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 05:21 UTCpassed

Model card

From the publisher at commit e09b218. Shown as plain text with links; images open at the publisher.

https://huggingface.co/ustc-community/dfine_l_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_l_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 · 526 MBWeights 32.7 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 KB6fc24a304d17095de5ba40ed49fa865481995b6db9db61231caf372fbd350e40
config.json6.66 KB8f97a56bad02b865bbab33e181eea93ad336cf5cb88151acf930eccb4625330b
onnx/model.onnx125 MBd678f3baebfb909d3a20f21d1d807544d0172ed47fa1ab88e7fcdec7e365b236
onnx/model_bnb4.onnx94.4 MB101fa3a8de145b85420b0ec3b5add44715b1116efe71d40047e1f934a85a36f8
onnx/model_fp16.onnx63.1 MB924eeb4486a6a69b944d949b1f6ac1d5cf5b4716fd4b88d89e49e2a5938f9775
onnx/model_int8.onnx32.7 MB0b47f964ec5bcd1c03cb1f6c92227d925464c57a279cea7e03298345a0327d41
onnx/model_q4.onnx94.9 MBea2c658f1c07455cbd44f7e4de0b49d7d0948e7140b531fc1c2e07cbbea45183
onnx/model_q4f16.onnx50.1 MBcca0cf20377fdec0543b279d8b43195ab8adb3fdee27765b004b1582b0dacd87
onnx/model_quantized.onnx32.7 MB1477ff97de77743f5edccf43203052aa1028af03fd591d83b0abd2b1a6792d92
onnx/model_uint8.onnx32.7 MB1477ff97de77743f5edccf43203052aa1028af03fd591d83b0abd2b1a6792d92
preprocessor_config.json444 Bcd38cd59999e7a95d68e487fbe5132df3d4e5c32a0836add57e6126ba0c4eaf1
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
e09b218185 pinned now2026-11-15 05:21 UTC12 files · 526 MB

Use it

$ fw get onnx-community/dfine_l_coco-ONNX
# manifest sha256 8ef62800a7d4… · 526 MB · 12 files
$ fw verify ./dfine_l_coco-ONNX onnx-community/dfine_l_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_l_coco-ONNX.json --dir ./dfine_l_coco-ONNX $ python3 fw.py verify ./dfine_l_coco-ONNX ./onnx-community__dfine_l_coco-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/dfine_l_coco-ONNX --revision e09b218185400510b68d067bbd0c9379d905ffcd --local-dir ./dfine_l_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-large-coco: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
6fc24a304d17095de5ba40ed49fa865481995b6db9db61231caf372fbd350e40
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_l_coco-ONNXDate: 2026-11-15Commit: e09b218Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/dfine_l_coco-ONNX
Pinned commit
e09b218185400510b68d067bbd0c9379d905ffcd
Manifest
dfine_l_coco-ONNX.json · .minisig
Manifest sha256
8ef62800a7d4c18feb40eb24383cd7e07c77ca708edfc1ecbda7719389955f48
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/dfine_l_coco-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/dfine_l_coco-ONNX.json.minisig $ minisign -Vm dfine_l_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-large-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_l_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_l_coco-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/dfine_l_coco-ONNX

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