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

Qwen3-0.6B-ONNX

Date: 2026-11-14Commit: 79346d3Signed: 2DC28CC7B26A283B ✓

Text generation model. Onnx weights, 9.46 GB in all. Published by onnx-community under Apache-2.0.

qwen9.46GBQwen3-0.6B-ONNXonnxpermissive
FactsParamsnot statedSize9.46 GBFormatsonnxTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/Qwen3-0.6B-ONNX
# manifest sha256 a1c8bb72b2e3… · 9.46 GB · 38 files
$ fw verify ./Qwen3-0.6B-ONNX onnx-community/Qwen3-0.6B-ONNX
From sourceHosted (signed)onnx-community/Qwen3-0.6B-ONNXLast check: 2026-11-14 21:30 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
9.46 GB
Weights
505 MB (smallest of 11 ONNX variants)
Parameters
not stated
Formats
onnx
Task
text generation
License
Apache-2.0 (permissive)
Files
38, each with a sha256
Publisher
onnx-community
Added
2026-11-14
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.co2026-11-14 21:30 UTCpassed

Model card

From the publisher at commit 79346d3. 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

38 files · 9.46 GBWeights 505 MB (smallest of 11 ONNX variants). Sizes and sha256 from the signed manifest.
Show all 38 files with their sha256
FileSizesha256
.gitattributes1.68 KBac3543b385b531099db6f6315ffcfe224fc76ccb36c4cbf07823b9fc4a54b297
README.md1.59 KBa9e2762ffa15292e200999ed346716e220cb23a9c28a9d7474b16a2fc3982196
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
chat_template.jinja4.12 KB87a2728cb8dc9fe424d624542f6060ec05a1d285ebbec578bb078900e33396b5
config.json912 B8a04114ba59cc42b47d804d35d1d5c61d746ae4634f41f796768c6e302d39b9e
generation_config.json219 B9e9e031ae8bca36eefcdcdd0b35d83c61baa01e31d68d5f5a961c9ca1a4b95bf
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
onnx/model.onnx315 MB0a8f1cfe531fc7b15d26db55090f0667863f0c62c952dff128cf23cd421e3fbc
onnx/model.onnx_data2.09 GBe0927a7de2fe7c2a9b50a121905cf2edda78fb2900c85c1790db98188bbfe4be
onnx/model_bnb4.onnx892 MB915bc733e2d88634b34000b73cb7efd97f3d6abfe8565e4dd14f746c675a8115
onnx/model_fp16.onnx1.20 GB0f22b563c630f056c69a244a3850870f942f11547fa71661c12b1525557053bb
onnx/model_int8.onnx618 MBd93222c672992a398eeea3a4a1ca025738efd9a18ba5f1691419ff8ae23a8e75
onnx/model_q4.onnx919 MBd43d836fc5e240df9013733ccd214972c5d21bd9ec47e574e4f1e359cf90aed0
onnx/model_q4f16.onnx570 MB9e33a5911974174761d0dfdcc0bec975d9c45af0eae5e9eb647b8ba9442a8f91
onnx/model_quantized.onnx618 MBccf8734e59fdf7475b2dc0c117005e267a3a08342c1d951e0a79f0bce57bf62a
onnx/model_uint8.onnx618 MBccf8734e59fdf7475b2dc0c117005e267a3a08342c1d951e0a79f0bce57bf62a
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/config.json8.96 KB136fdc6ed4513075b60c40cd6e2ed6b302c7baee595c6fa82c46b1fbf72d6cf2
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/genai_config.json1.52 KB67348085a5b994a6b6d94e56e395e675d8ef4732c3c46ff75de30a541489fd3f
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/model.onnx525 MB35fe34321ea9b1eaa43dfa648dd199903d01d93f97dc2b24fe1d16079ebea957
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/tokenizer.json11.4 MB979d160e081df25a1bf7f4e2e8f4c441b5dfdc9a8e84aec9f32e80445e1b59b8
onnxruntime/cpu_and_mobile/cpu-int4-kld-block-128/tokenizer_config.json663 Bbfd13b57b2e0c2cb582f311c0895f077d16a868c0dc61e4dbbba544a835341d6
onnxruntime/cuda/cuda-int4-kld-block-128/chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
onnxruntime/cuda/cuda-int4-kld-block-128/config.json8.96 KB136fdc6ed4513075b60c40cd6e2ed6b302c7baee595c6fa82c46b1fbf72d6cf2
onnxruntime/cuda/cuda-int4-kld-block-128/genai_config.json1.76 KB025ca9a08e1b50f85572b51839f1b5dc0ad7c00e762c801f0c9ceeda5b414f73
onnxruntime/cuda/cuda-int4-kld-block-128/model.onnx505 MB40d04ddc791196a0be2a8a17a88e7a9cdc3fde42ff6c6412b9170bd11208e03a
onnxruntime/cuda/cuda-int4-kld-block-128/tokenizer.json11.4 MB979d160e081df25a1bf7f4e2e8f4c441b5dfdc9a8e84aec9f32e80445e1b59b8
onnxruntime/cuda/cuda-int4-kld-block-128/tokenizer_config.json663 Bbfd13b57b2e0c2cb582f311c0895f077d16a868c0dc61e4dbbba544a835341d6
onnxruntime/webgpu/webgpu-int4-kld-block-32/chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
onnxruntime/webgpu/webgpu-int4-kld-block-32/config.json9.03 KBb7b2ac003e14aea8ea0e79c8f83a6033c9fb05e75baaf23661c7724afbf3e71b
onnxruntime/webgpu/webgpu-int4-kld-block-32/genai_config.json1.75 KB5d6913e5bc4172ae1349e6f7fd36107fdee3bdded0e0ce48e85f90475f56cdb5
onnxruntime/webgpu/webgpu-int4-kld-block-32/model.onnx543 MB5e9fb386cb1a14009b02b43b0e0f0043e248ad5a6d3c3521c9a516062509909a
onnxruntime/webgpu/webgpu-int4-kld-block-32/tokenizer.json11.4 MB979d160e081df25a1bf7f4e2e8f4c441b5dfdc9a8e84aec9f32e80445e1b59b8
onnxruntime/webgpu/webgpu-int4-kld-block-32/tokenizer_config.json663 Bbfd13b57b2e0c2cb582f311c0895f077d16a868c0dc61e4dbbba544a835341d6
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json9.12 MBe7a95fce95bf5b0946d0ddb3f9d7caa030b7e850bbe92b0edb26bcf563e9f3d5
tokenizer_config.json10.4 KB7c5194eecfd95a4dcbd6b4b502af785d2541fd65a388d1cae7ad43693c67b802
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
79346d370d pinned now manifest updated, same commit2026-11-14 21:30 UTC38 files · 9.46 GB
79346d370d2026-11-14 21:30 UTC38 files · 9.46 GB

Use it

$ fw get onnx-community/Qwen3-0.6B-ONNX
# manifest sha256 a1c8bb72b2e3… · 9.46 GB · 38 files
$ fw verify ./Qwen3-0.6B-ONNX onnx-community/Qwen3-0.6B-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/Qwen3-0.6B-ONNX.json --dir ./Qwen3-0.6B-ONNX $ python3 fw.py verify ./Qwen3-0.6B-ONNX ./onnx-community__Qwen3-0.6B-ONNX.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 --revision 79346d370dfae34801d26993fda9ae2372900fd0 --local-dir ./Qwen3-0.6B-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 Qwen/Qwen3-0.6B: the strictest license along the lineage applies. 2026-11-14
Text in
README.md
Text sha256
a9e2762ffa15292e200999ed346716e220cb23a9c28a9d7474b16a2fc3982196
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-ONNXDate: 2026-11-14Commit: 79346d3Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/Qwen3-0.6B-ONNX
Pinned commit
79346d370dfae34801d26993fda9ae2372900fd0
Manifest
Qwen3-0.6B-ONNX.json · .minisig
Manifest sha256
a1c8bb72b2e31bf3f163acfcf39a549be9a32e4fe3f66645809729791ffa2981
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:30 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.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/Qwen3-0.6B-ONNX.json.minisig $ minisign -Vm Qwen3-0.6B-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

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
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.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/Qwen3-0.6B-ONNX

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