# Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR

Model from Hugging Face for visual document retrieval: Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR · sentence transformers

## Facts

- Type: LLM
- Task: visual-document-retrieval
- 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/Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR
- Hosting: hosted (11 files)
- Files: 11 hosted of 33 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: 11 files, 4.27 GB
- Full repo upstream: 4.27 GB
- Recommended file: 4.26 GB · model.safetensors
- Parameters: 2B
- Download: https://huggingbay.xyz/artifact/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/download-plan)
- Per-file SHA-256: available for 11 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/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: 49
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR. Task: visual document retrieval. Library: sentence transformers. Languages: ar. Datasets referenced by card metadata: Omartificial-Intelligence-Space/Pearl-vdr-ar-train-preprocessed. Popularity signal at import: 16 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: visual-document-retrieval
- Library: sentence-transformers
- Task categories: visual-document-retrieval
- Languages: ar
- Referenced datasets: Omartificial-Intelligence-Space/Pearl-vdr-ar-train-preprocessed
- Metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10
- Paper ids: 1908.10084, 2205.13147, 2101.06983
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: Omartificial-Intelligence-Space/Pearl-vdr-ar-train-preprocessed
- Paper: 1908.10084
- Paper: 2205.13147
- Paper: 2101.06983

## File Hints

- .gitattributes (1.9 KB)
- 1_Pooling/config.json (100 B)
- README.md (16 KB)
- assets/example_image_0.jpg (47 KB)
- assets/example_image_1.jpg (90 KB) LFS
- assets/example_image_10.jpg (72 KB)
- assets/example_image_11.jpg (31 KB)
- assets/example_image_12.jpg (14 KB)
- assets/example_image_13.jpg (155 KB) LFS
- assets/example_image_14.jpg (8.3 KB)
- assets/example_image_15.jpg (135 KB) LFS
- assets/example_image_16.jpg (100 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 2026-09-03T16:30:09.000Z.
- Open license detected as apache-2.0.
- Model card references dataset context: Omartificial-Intelligence-Space/Pearl-vdr-ar-train-preprocessed.
- 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-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-qwen3-vl-embedding-2b-arabic-vdr/decentralized-fallbacks