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alt.freeweights.vision / rtdetr_v2_r18vd-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

rtdetr_v2_r18vd-ONNX

Date: 2026-11-15Commit: 936f90bSigned: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 350 MB in all. Published by onnx-community under Apache-2.0.

vision350MBrtdetr_v2_r18vd-ONNXonnxpermissive
FactsParamsnot statedSize350 MBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/rtdetr_v2_r18vd-ONNX
# manifest sha256 74d9d23ed91d… · 350 MB · 13 files
$ fw verify ./rtdetr_v2_r18vd-ONNX onnx-community/rtdetr_v2_r18vd-ONNX
From sourceHosted (signed)onnx-community/rtdetr_v2_r18vd-ONNXLast check: 2026-11-15 05:08 UTC
Run at homeGet help

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

Quantized of rtdetr_v2_r18vd.

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

Original release from the publisher.

Base model: PekingU/rtdetr_v2_r18vd

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 05:08 UTCpassed

Model card

From the publisher at commit 936f90b. 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: Perform object-detection with onnx-community/rtdetr_v2_r18vd-ONNX.

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

const detector = await pipeline('object-detection', 'onnx-community/rtdetr_v2_r18vd-ONNX');

const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
const output = await detector(img, { threshold: 0.75 });
console.log(output);

Files

13 files · 350 MBWeights 21.0 MB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md818 B76b3f440f9b8d4027e72d9ca99446fac927e3e7d0e15aefd450f7047219fe3d7
config.json5.73 KB2146837ddc24e4ab5e7c39d96ffe986d1d9048fdd4d02b37a0af5b59b17821c1
onnx/model.onnx81.1 MB583a236ac21c95a7fd94f284fc21485e42355bfef82c27011ba78fbc09ee87e2
onnx/model_bnb4.onnx65.4 MBf8e15ce149afb975a61d6db0bd8736306ba62d1e0b5cc15a0ccb35406db4e848
onnx/model_fp16.onnx40.8 MB2922e7137689ac648cd99f0aa33b885d681fd981302ac5c77ed9a4ee946eaa36
onnx/model_int8.onnx21.0 MBfed736d2593cf2ab099f665eeeb6d315d909783eea830f80a807fc1ac1c1b2ec
onnx/model_q4.onnx65.7 MBcc5fec8a4af55c28a08a0fb7c8f5882de46475b70bee65abeda65483c2401b63
onnx/model_q4f16.onnx34.2 MBfc6e61e42cfa1aa040c34ea139726179e602231b65c1694c7a4ac38043caef8b
onnx/model_quantized.onnx21.0 MB4b839c46187b77fc620c770de0be6790637b98afde9b386232b0fcf74382eb3c
onnx/model_uint8.onnx21.0 MB4b839c46187b77fc620c770de0be6790637b98afde9b386232b0fcf74382eb3c
preprocessor_config.json444 Bcd38cd59999e7a95d68e487fbe5132df3d4e5c32a0836add57e6126ba0c4eaf1
quantize_config.json310 B9b60b5877b9a1687b5cddbc06124a974cb7536af9dbf5295279bf73c3823170c
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
936f90b6a4 pinned now2026-11-15 05:08 UTC13 files · 350 MB

Use it

$ fw get onnx-community/rtdetr_v2_r18vd-ONNX
# manifest sha256 74d9d23ed91d… · 350 MB · 13 files
$ fw verify ./rtdetr_v2_r18vd-ONNX onnx-community/rtdetr_v2_r18vd-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/rtdetr_v2_r18vd-ONNX.json --dir ./rtdetr_v2_r18vd-ONNX $ python3 fw.py verify ./rtdetr_v2_r18vd-ONNX ./onnx-community__rtdetr_v2_r18vd-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/rtdetr_v2_r18vd-ONNX --revision 936f90b6a476c6da4dfe053fc521af55285976ba --local-dir ./rtdetr_v2_r18vd-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
76b3f440f9b8d4027e72d9ca99446fac927e3e7d0e15aefd450f7047219fe3d7
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: rtdetr_v2_r18vd-ONNXDate: 2026-11-15Commit: 936f90bSigned: 2DC28CC7B26A283B ✓
Upstream
onnx-community/rtdetr_v2_r18vd-ONNX
Pinned commit
936f90b6a476c6da4dfe053fc521af55285976ba
Manifest
rtdetr_v2_r18vd-ONNX.json · .minisig
Manifest sha256
74d9d23ed91d1681d9ab0824d66ac69dc084cdb5f3727366062ef3037776754c
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:08 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_v2_r18vd-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_v2_r18vd-ONNX.json.minisig $ minisign -Vm rtdetr_v2_r18vd-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

PekingU/rtdetr_v2_r18vd · 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/rtdetr_v2_r18vd-ONNX
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. rtdetr_v2_r18vd-ONNX.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/rtdetr_v2_r18vd-ONNX

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