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alt.freeweights.qwen / Qwen3-0.6B-ONNX-OPT
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-0.6B-ONNX-OPT

Date: 2026-11-15Commit: 4799e65Signed: 2DC28CC7B26A283B ✓

Text generation model. Onnx weights, 5.75 GB in all. Published by onnx-community under Apache-2.0.

qwen5.75GBQwen3-0.6B-ONNX-OPTonnxpermissive
FactsParamsnot statedSize5.75 GBFormatsonnxTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/Qwen3-0.6B-ONNX-OPT
# manifest sha256 e4f33626096a… · 5.75 GB · 20 files
$ fw verify ./Qwen3-0.6B-ONNX-OPT onnx-community/Qwen3-0.6B-ONNX-OPT
From sourceHosted (signed)onnx-community/Qwen3-0.6B-ONNX-OPTLast check: 2026-11-15 05:20 UTC
Run at homeGet help

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

Quantized of Qwen3-0.6B.

Works with

Run5Convert3Evaluate13Scan12Apps58

Runs with

Ranked by fit to this model (onnx), then by GitHub stars.

Transformers.jsONNX Runtime GenAIUltralyticsgpu-unlockOpenVINO

Convert with

ONNXOptimumOlive
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
5.75 GB
Weights
356 MB (smallest of 6 ONNX variants)
Parameters
not stated
Formats
onnx
Task
text generation
License
Apache-2.0 (permissive)
Files
20, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-0.6B

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 05:20 UTCpassed

Model card

From the publisher at commit 4799e65. Shown as plain text with links; images open at the publisher.

https://huggingface.co/Qwen/Qwen3-0.6B 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, TextStreamer } from "@huggingface/transformers";

// Create a text generation pipeline
const generator = await pipeline(
  "text-generation",
  "onnx-community/Qwen3-0.6B-ONNX",
  { device: "webgpu", dtype: "q4f16" },
);

// Define the list of messages
const messages = [
  { role: "system", content: "You are a helpful assistant." },
  { role: "user", content: "Write me a poem about Machine Learning." },
];

// Generate a response
const output = await generator(messages, {
  max_new_tokens: 512,
  do_sample: false,
  streamer: new TextStreamer(generator.tokenizer, { skip_prompt: true, skip_special_tokens: true }),
});
console.log(output[0].generated_text.at(-1).content);

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

20 files · 5.75 GBWeights 356 MB (smallest of 6 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 20 files with their sha256
FileSizesha256
.gitattributes1.95 KB63f3b65d1e4c92ee0b334a3d30fce6749ef0aa7fb1b8ea2a47d88d62b4cc8494
README.md1.54 KBbeaa8a192155bed882b8bd44e130ff07b4484bf33b17b164401d26c3d3051d9c
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json1.77 KB86c544072c56874ad015eb70647bba4a2df163f66968dfced8ea0ca387fcae16
generation_config.json249 B7dfbda99ac3e2efae82d814cedf73f4a5f63eb46298d486b4ff779bab7ee496d
onnx/model.onnx280 KB8f6302ba614e5e26e05ddffaa557c6302b1b653640b3069ea611f10d87582322
onnx/model.onnx_data2.09 GBca067d318f7c4592db5c70362ea330fc3b29f82f7a520034bbc8b24bae0aea2d
onnx/model.onnx_data_1315 MB9bd156c3d5ffb5d9b685305b44aa55578c95fbf01069bdf451ef0495d17eed5f
onnx/model_fp16.onnx267 KB8360d53592d23d91053df2d37e24c6d581a918eb97ca2e88fbaa1874ab4d7da9
onnx/model_fp16.onnx_data1.20 GBe8adeef223420d886afaa2bb07ae55f9744ae321d4d87c6c36ed15a80591f840
onnx/model_q4.onnx370 KBbe5f0d8d03ac387bdd2d2582e4e114ca3c23a44b70bf03be609844542107745c
onnx/model_q4.onnx_data403 MB22f7763f31c1be426affc5b14cc37aa9c1c48e29d8ff043551a20606bd105e0f
onnx/model_q4f16.onnx357 KBd45727f834d1caf24ffed0c9bf7b86ddd0226f05999074f6382c0ecf03734846
onnx/model_q4f16.onnx_data355 MBda2b023d988eff0105599caa63d2211fe62be40366f7a7ed57a18014bf998ad3
onnx/model_q8f16.onnx357 KB0ca2ab1e38e188f76e0660d4d64772444a957547334a6cd58bda5a0fe57fabf9
onnx/model_q8f16.onnx_data662 MBf7db7fa07ff4d0787f6c14951a106e82e92106bb854eb1ec6d9ee75adc17e789
onnx/model_quantized.onnx374 KB7ae60aa6fc81a1e74da3eec9922996ecf740dc53aa9d7c4ed2044618031c8922
onnx/model_quantized.onnx_data710 MB40e56dc50391893af7307e2e50d1b83de410df1a597ba7a90dd2032ebfd869e9
tokenizer.json9.12 MB40ae5d1ee027b985684a3bbeef4ee16b2b5697d1d90658bec5bc5d2a73018bd7
tokenizer_config.json5.05 KB04984a9d62f1a94b929fca5670c1ab4f66aa330877816038fa88a41a158bd4b6
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
4799e65559 pinned now2026-11-15 05:20 UTC20 files · 5.75 GB

Use it

$ fw get onnx-community/Qwen3-0.6B-ONNX-OPT
# manifest sha256 e4f33626096a… · 5.75 GB · 20 files
$ fw verify ./Qwen3-0.6B-ONNX-OPT onnx-community/Qwen3-0.6B-ONNX-OPT
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/Qwen3-0.6B-ONNX-OPT.json --dir ./Qwen3-0.6B-ONNX-OPT $ python3 fw.py verify ./Qwen3-0.6B-ONNX-OPT ./onnx-community__Qwen3-0.6B-ONNX-OPT.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/Qwen3-0.6B-ONNX-OPT --revision 4799e655597b49210adb5c1ebe5b9d3bd04005a0 --local-dir ./Qwen3-0.6B-ONNX-OPT
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 Qwen/Qwen3-0.6B: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
beaa8a192155bed882b8bd44e130ff07b4484bf33b17b164401d26c3d3051d9c
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.qwenSubject: Qwen3-0.6B-ONNX-OPTDate: 2026-11-15Commit: 4799e65Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/Qwen3-0.6B-ONNX-OPT
Pinned commit
4799e655597b49210adb5c1ebe5b9d3bd04005a0
Manifest
Qwen3-0.6B-ONNX-OPT.json · .minisig
Manifest sha256
e4f33626096aef408eb98dc9f2cf374b153b5dc8fa7d4cea09d7b1d46248c74c
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:20 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/Qwen3-0.6B-ONNX-OPT.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/Qwen3-0.6B-ONNX-OPT.json.minisig $ minisign -Vm Qwen3-0.6B-ONNX-OPT.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

Qwen/Qwen3-0.6B · 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/Qwen3-0.6B-ONNX-OPT
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3-0.6B-ONNX-OPT.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/Qwen3-0.6B-ONNX-OPT

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