# Qwen/Qwen3-Embedding-0.6B

This model is a text embedding model that supports 100+ languages and user defined output dimensions from 32 to 1024. It has a 32K sequence length and instruction aware embeddings, and the card lists text retrieval, code retrieval, classification, clustering, and bitext mining as supported tasks.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-0-6b
- Citation: Qwen/Qwen3-Embedding-0.6B. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-0-6b (retrieved 2026-11-14).
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## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: apache-2.0: Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Qwen/Qwen3-Embedding-0.6B
- Hosting: hosted (1 file)
- Files: 1 hosted of 12 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 1 hosted of 12 listed
- Full repo upstream: 1.21 GB
- Parameters: 600M
- Download: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/files?limit=100
- Availability: Ready
- Downloadable: yes
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 10189053
- Stars: 1346
- Card completeness: 85%

## Description

This model is a text embedding model that supports 100+ languages and user defined output dimensions from 32 to 1024. It has a 32K sequence length and instruction aware embeddings, and the card lists text retrieval, code retrieval, classification, clustering, and bitext mining as supported tasks.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Paper ids: 2506.05176
- File hints: 12 upstream file samples

## Referenced Data

- Paper: 2506.05176

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- config_sentence_transformers.json
- generation_config.json
- merges.txt
- model.safetensors
- modules.json
- tokenizer.json
- tokenizer_config.json
- vocab.json

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- Reviewed large mirror worker mirrored 6 Hugging Face files by reviewed-large-mirror-worker; 0 medium-risk weight files used explicit admin review.
- Mirrored 6 selected Hugging Face files by configured-admin; hashes computed from downloaded bytes and manifest signed.
- External catalog metadata imported from Hugging Face public API on 2026-07-02T00:22:10.011Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

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