# Singaraj/sante-embed

Model from Hugging Face for feature extraction: Singaraj/sante-embed · 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/Singaraj/sante-embed
- Hosting: unknown (no download location recorded)
- Files: 17 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: 3.1 GB
- Recommended file: 3.09 GB · model.safetensors
- 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: 88
- Stars: 0
- Card completeness: 92%

## Description

External Hugging Face catalog record for Singaraj/sante-embed. Task: feature extraction. Library: sentence transformers. Languages: en, zh, ar, es, fr, ko, pl, ru. Popularity signal at import: 88 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, ar, es, fr, ko, pl, ru
- Paper ids: 2308.03281
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2308.03281

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (96 B)
- README.md (5.4 KB)
- added_tokens.json (80 B)
- chat_template.jinja (196 B)
- config.json (1.5 KB)
- config_sentence_transformers.json (377 B)
- merges.txt (1.6 MB)
- model.safetensors (2.9 GB) LFS
- modeling_qwen.py (64 KB)
- modules.json (429 B)
- sentence_bert_config.json (241 B)

## 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 2026-09-25T09:58:28.529Z.
- 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-singaraj-sante-embed
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-singaraj-sante-embed/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-singaraj-sante-embed/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-singaraj-sante-embed/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-singaraj-sante-embed/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-singaraj-sante-embed/decentralized-fallbacks