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alt.freeweights.qwen / Qwen3-Embedding-0.6B
From: Qwen <huggingface.co/Qwen>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-Embedding-0.6B

Date: 2026-11-14Commit: 97b0c61Signed: 2DC28CC7B26A283B ✓

Feature extraction model with 596M parameters. Safetensors weights, 1.21 GB in all. Published by Qwen under Apache-2.0.

596M params1.21GBQwen3-Embedding-0.6Bsafetensorspermissive
FactsParams596MSize1.21 GBFormatssafetensorsTaskfeature extractionLicenseApache-2.0From sourcepermissive
$ fw get Qwen/Qwen3-Embedding-0.6B
# manifest sha256 e422545ae315… · 1.21 GB · 12 files
$ fw verify ./Qwen3-Embedding-0.6B Qwen/Qwen3-Embedding-0.6B
From sourceQwen/Qwen3-Embedding-0.6BLast check: 2026-11-14 06:34 UTC
OverviewFilesUse itLicenseProvenance

Overview

Size
1.21 GB
Weights
1.19 GB (safetensors)
Parameters
596M
Formats
safetensors
Task
feature extraction
License
Apache-2.0 (permissive)
Files
12, each with a sha256
Publisher
Qwen
Added
2026-11-14
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-0.6B-Base

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 06:34 UTCpassed

Files

12 files · 1.21 GBWeights 1.19 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
1_Pooling/config.json313 B37bf193fa101f19101bfad9c31d3eb0f786e247b7b1e5cb7f007d730eed1ddbd
README.md17.2 KBc34d9b7e5a267ad3fdd13227a253686bc90844ff4744a2a6a86c7c905e3d06f3
config.json727 Bb5bf1f51fc45be473a54718cef92448d90a1be001bf9b9a44b8c7f10a19feaa9
config_sentence_transformers.json215 B10667c72ddb772627bf1780cb7f86af8e2ae0032b8c243c731172064105c6961
generation_config.json117 B28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model.safetensors1.19 GB0437e45c94563b09e13cb7a64478fc406947a93cb34a7e05870fc8dcd48e23fd
modules.json349 B84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf
tokenizer.json11.4 MBdef76fb086971c7867b829c23a26261e38d9d74e02139253b38aeb9df8b4b50a
tokenizer_config.json9.71 KB253153d0738ceb4c668d2eff957714dd2bea0b56de772a9fdccd96cbf517e6a0
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910

Use it

$ fw get Qwen/Qwen3-Embedding-0.6B
# manifest sha256 e422545ae315… · 1.21 GB · 12 files
$ fw verify ./Qwen3-Embedding-0.6B Qwen/Qwen3-Embedding-0.6B
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/Qwen/Qwen3-Embedding-0.6B.json --dir ./Qwen3-Embedding-0.6B $ python3 fw.py verify ./Qwen3-Embedding-0.6B ./Qwen__Qwen3-Embedding-0.6B.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Qwen/Qwen3-Embedding-0.6B --revision 97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3 --local-dir ./Qwen3-Embedding-0.6B
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModel, AutoTokenizer tok = AutoTokenizer.from_pretrained("Qwen/Qwen3-Embedding-0.6B", revision="97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3") model = AutoModel.from_pretrained("Qwen/Qwen3-Embedding-0.6B", revision="97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3", device_map="auto")
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Text in
README.md
Text sha256
c34d9b7e5a267ad3fdd13227a253686bc90844ff4744a2a6a86c7c905e3d06f3
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license list. A custom license passes only after a recorded human audit.

Provenance

From: Qwen <huggingface.co/Qwen>Newsgroups: alt.freeweights.qwenSubject: Qwen3-Embedding-0.6BDate: 2026-11-14Commit: 97b0c61Signed: 2DC28CC7B26A283B ✓
Upstream
Qwen/Qwen3-Embedding-0.6B
Pinned commit
97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3
Manifest
Qwen3-Embedding-0.6B.json · .minisig
Manifest sha256
e422545ae3158676297a28c43fd4c89a805780850071d4d983f21d930a9a7475
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:34 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/Qwen/Qwen3-Embedding-0.6B.json $ curl -O https://freeweights.allternit.com/manifests/Qwen/Qwen3-Embedding-0.6B.json.minisig $ minisign -Vm Qwen3-Embedding-0.6B.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

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Qwen/Qwen3-Embedding-0.6B
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3-Embedding-0.6B.json. Provenance. Takedown history: none.
Source
huggingface.co/Qwen/Qwen3-Embedding-0.6B

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