# seamon67/Zembed-GGUF

Model from Hugging Face for feature extraction: seamon67/Zembed-GGUF · llama.cpp

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: llama.cpp
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/seamon67/Zembed-GGUF/blob/main/LICENSE)
- Source: https://huggingface.co/seamon67/Zembed-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 5 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, 4.28 GB
- Full repo upstream: 4.28 GB
- Recommended file: 4.28 GB (Q8_0) · Zembed-4B-Q8_0.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-seamon67-zembed-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/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: 98
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for seamon67/Zembed-GGUF. Task: feature extraction. Library: llama.cpp. Languages: en, multilingual. Base model: zeroentropy/zembed-1-embedding. Popularity signal at import: 98 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: llama.cpp
- Base model: zeroentropy/zembed-1-embedding
- Task categories: feature-extraction
- Languages: en, multilingual
- Paper ids: 2509.12541
- File hints: 5 upstream file samples

## Referenced Data

- Paper: 2509.12541

## File Hints

- .gitattributes (1.6 KB)
- LICENSE (11 KB)
- README.md (5.2 KB)
- Zembed-4B-Q8_0.gguf (4.0 GB) LFS
- assets/zembed_eval_chart.png (132 KB) 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 2026-09-24T01:56:53.233Z.
- 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-seamon67-zembed-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-seamon67-zembed-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-seamon67-zembed-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-seamon67-zembed-gguf/decentralized-fallbacks