# gpustack/bce-embedding-base_v1-GGUF

Model from Hugging Face for feature extraction: gpustack/bce-embedding-base_v1-GGUF · 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/gpustack/bce-embedding-base_v1-GGUF
- Hosting: unknown (no download location recorded)
- Files: 24 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 2.4 GB
- Recommended file: 218.7 MB (Q4_K_M) · bce-embedding-base_v1-Q4_K_M.gguf
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 69
- Stars: 0
- Card completeness: 92%

## Description

External Hugging Face catalog record for gpustack/bce-embedding-base_v1-GGUF. Task: feature extraction. Library: sentence transformers. Languages: en, zh. Popularity signal at import: 294 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en, zh
- File hints: 13 upstream file samples

## File Hints

- .gitattributes (124 B)
- README.md (36 KB)
- assets/Wechat.jpg (176 KB)
- assets/rag_eval_multiple_domains_summary.jpg (1.9 MB) LFS
- bce-embedding-base_v1-FP16.gguf (537 MB) LFS
- bce-embedding-base_v1-Q2_K.gguf (189 MB) LFS
- bce-embedding-base_v1-Q3_K.gguf (199 MB) LFS
- bce-embedding-base_v1-Q4_0.gguf (204 MB) LFS
- bce-embedding-base_v1-Q4_K_M.gguf (209 MB) LFS
- bce-embedding-base_v1-Q5_0.gguf (214 MB) LFS
- bce-embedding-base_v1-Q5_K_M.gguf (217 MB) LFS
- bce-embedding-base_v1-Q6_K.gguf (225 MB) 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T06:08:14.518Z.
- Open license detected as apache-2.0.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-gpustack-bce-embedding-base-v1-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-gpustack-bce-embedding-base-v1-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-gpustack-bce-embedding-base-v1-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-gpustack-bce-embedding-base-v1-gguf/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-gpustack-bce-embedding-base-v1-gguf/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-gpustack-bce-embedding-base-v1-gguf/decentralized-fallbacks