# Casual-Autopsy/Qwen3-Embedding-4B-GGUFs

Model from Hugging Face for feature extraction: Casual-Autopsy/Qwen3-Embedding-4B-GGUFs · sentence transformers

## 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/Casual-Autopsy/Qwen3-Embedding-4B-GGUFs
- Hosting: hosted (1 file)
- Files: 1 hosted of 18 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 file, 2.5 GB
- Full repo upstream: 54.4 GB
- Recommended file: 2.5 GB (Q4_K_M) · Qwen3-Embedding-4B-q4_k_m.gguf
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/files?limit=100
- 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: 318
- Stars: 1
- Card completeness: 89%

## Description

External Hugging Face catalog record for Casual-Autopsy/Qwen3-Embedding-4B-GGUFs. Task: feature extraction. Library: sentence transformers. Popularity signal at import: 742 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Paper ids: 2506.05176
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2506.05176

## File Hints

- .gitattributes (2.5 KB)
- Qwen3-Embedding-4B-bf16.gguf (7.5 GB) LFS
- Qwen3-Embedding-4B-q4_0.gguf (2.2 GB) LFS
- Qwen3-Embedding-4B-q4_1.gguf (2.4 GB) LFS
- Qwen3-Embedding-4B-q4_k_l.gguf (2.4 GB) LFS
- Qwen3-Embedding-4B-q4_k_m.gguf (2.3 GB) LFS
- Qwen3-Embedding-4B-q4_k_s.gguf (2.2 GB) LFS
- Qwen3-Embedding-4B-q5_0.gguf (2.6 GB) LFS
- Qwen3-Embedding-4B-q5_1.gguf (2.8 GB) LFS
- Qwen3-Embedding-4B-q5_k_l.gguf (2.8 GB) LFS
- Qwen3-Embedding-4B-q5_k_m.gguf (2.7 GB) LFS
- Qwen3-Embedding-4B-q5_k_s.gguf (2.6 GB) LFS

## 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

- External catalog metadata imported from Hugging Face public API on 2026-09-22T20:37:39.424Z.
- 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-casual-autopsy-qwen3-embedding-4b-ggufs
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-casual-autopsy-qwen3-embedding-4b-ggufs&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-casual-autopsy-qwen3-embedding-4b-ggufs/decentralized-fallbacks