# Qwen/Qwen3-Embedding-8B

This model is a text embedding model with 8B parameters. It supports output dimensions from 32 to 4096 and is used for text retrieval, code retrieval, classification, clustering, and bitext mining.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-8b
- Citation: Qwen/Qwen3-Embedding-8B. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-8b (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: apache-2.0: Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/Qwen/Qwen3-Embedding-8B/blob/main/LICENSE)
- Source: https://huggingface.co/Qwen/Qwen3-Embedding-8B
- Hosting: hosted (13 files)
- Files: 13 hosted of 15 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: 13 hosted of 15 listed
- Full repo upstream: 15.2 GB
- Recommended file: 15.1 GB (4 files)
- Parameters: 8B
- Download: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/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: 2344451
- Stars: 730
- Card completeness: 88%

## Description

This model is a text embedding model with 8B parameters. It supports output dimensions from 32 to 4096 and is used for text retrieval, code retrieval, classification, clustering, and bitext mining.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction

## Quality Checklist

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

## Safety Notes

- 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

- Web: https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-8b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-qwen-qwen3-embedding-8b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen3-embedding-8b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-8b/decentralized-fallbacks