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

dfine_x_coco-ONNX

Date: 2026-11-15Commit: b67b16dSigned: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 1.11 GB in all. Published by onnx-community under Apache-2.0.

vision1.11GBdfine_x_coco-ONNXonnxpermissive
FactsParamsnot statedSize1.11 GBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/dfine_x_coco-ONNX
# manifest sha256 22f58f1fde76… · 1.11 GB · 12 files
$ fw verify ./dfine_x_coco-ONNX onnx-community/dfine_x_coco-ONNX
From sourceHosted (signed)onnx-community/dfine_x_coco-ONNXLast check: 2026-11-15 05:26 UTC
Run at homeGet help

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

Quantized of dfine-xlarge-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
1.11 GB
Weights
64.5 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-xlarge-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 05:26 UTCpassed

Model card

From the publisher at commit b67b16d. Shown as plain text with links; images open at the publisher.

https://huggingface.co/ustc-community/dfine_x_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_x_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 · 1.11 GBWeights 64.5 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 KB1820d585f2c6e1bcb404908bff4647b17639409356e5f2cd8611ce373a1d7c3d
config.json6.66 KBc3b580f1c68013a7c5737e0f2fdf6ddf3434cbb947b10d7388e0c5b652934317
onnx/model.onnx251 MB644fb5124c9c035a6082f23419da693c19ac857bd984ab7af5e353779368a03b
onnx/model_bnb4.onnx215 MBd5e53d43561cc3f98f835727244c6e53a950e033ad8b56c840ec2b0720b21274
onnx/model_fp16.onnx126 MBb851cbdf5cb2f55eb3dd5640d13af04526982da9f00d99c6adaddeffd94fd6bc
onnx/model_int8.onnx64.5 MBef86adc051711c406f3ee93fb2a417e9ac62cc1b23ab7cabb7b5af6204ed474b
onnx/model_q4.onnx216 MB328459e6b80a494c68d2a17f873f3558ede9979fd945918cceb52ffaf9217141
onnx/model_q4f16.onnx111 MB6566c428c767539978ae8d75729d4f5b3efac7d44027b897741850ca93dca030
onnx/model_quantized.onnx64.5 MBb01adbf7a26823b1c3fcb00a70585a154f82c41585bb961558bc7a0594ed8509
onnx/model_uint8.onnx64.5 MBb01adbf7a26823b1c3fcb00a70585a154f82c41585bb961558bc7a0594ed8509
preprocessor_config.json444 Bcd38cd59999e7a95d68e487fbe5132df3d4e5c32a0836add57e6126ba0c4eaf1
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
b67b16d98f pinned now2026-11-15 05:26 UTC12 files · 1.11 GB

Use it

$ fw get onnx-community/dfine_x_coco-ONNX
# manifest sha256 22f58f1fde76… · 1.11 GB · 12 files
$ fw verify ./dfine_x_coco-ONNX onnx-community/dfine_x_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_x_coco-ONNX.json --dir ./dfine_x_coco-ONNX $ python3 fw.py verify ./dfine_x_coco-ONNX ./onnx-community__dfine_x_coco-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/dfine_x_coco-ONNX --revision b67b16d98f1f95e2af0b6d0b8f74ad956557fe8c --local-dir ./dfine_x_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-xlarge-coco: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
1820d585f2c6e1bcb404908bff4647b17639409356e5f2cd8611ce373a1d7c3d
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_x_coco-ONNXDate: 2026-11-15Commit: b67b16dSigned: 2DC28CC7B26A283B ✓
Upstream
onnx-community/dfine_x_coco-ONNX
Pinned commit
b67b16d98f1f95e2af0b6d0b8f74ad956557fe8c
Manifest
dfine_x_coco-ONNX.json · .minisig
Manifest sha256
22f58f1fde767acd5d3c34a2589cf1a470dad451ffeb60dd8e756fdf255a1162
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:26 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/dfine_x_coco-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/dfine_x_coco-ONNX.json.minisig $ minisign -Vm dfine_x_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-xlarge-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_x_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_x_coco-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/dfine_x_coco-ONNX

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