# Omartificial-Intelligence-Space/GATE-AraBert-v1

Model from Hugging Face for feature extraction: Omartificial-Intelligence-Space/GATE-AraBert-v1 · 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/Omartificial-Intelligence-Space/GATE-AraBert-v1
- Hosting: hosted (11 files)
- Files: 11 hosted of 12 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, 543.3 MB
- Full repo upstream: 543.3 MB
- Recommended file: 540.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-omartificial-intelligence-space-gate-arabert-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/download-plan)
- Per-file SHA-256: available for 11 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/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: 4727
- Stars: 20
- Card completeness: 96%

## Description

External Hugging Face catalog record for Omartificial-Intelligence-Space/GATE-AraBert-v1. Task: feature extraction. Library: sentence transformers. Languages: ar. Datasets referenced by card metadata: Omartificial-Intelligence-Space/Arabic-stsb, Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class. Base model: Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2. Includes 12 model-card evaluation signals. Popularity signal at import: 6,099 downloads and 20 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Base model: Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2
- Task categories: feature-extraction
- Languages: ar
- Referenced datasets: Omartificial-Intelligence-Space/Arabic-stsb, Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class
- Metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot
- Paper ids: 2505.24581
- Model-index entries: Omartificial-Intelligence-Space/GATE-AraBert-v1
- Evaluation signals: 12 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- MTEB STS17 (ar-ar): cosine_pearson = 82.06597171670848 (STS)
- MTEB STS17 (ar-ar): cosine_spearman = 82.7809395809498 (STS)
- MTEB STS17 (ar-ar): euclidean_pearson = 79.23996991139896 (STS)
- MTEB STS17 (ar-ar): euclidean_spearman = 81.5287595404711 (STS)
- MTEB STS17 (ar-ar): main_score = 82.7809395809498 (STS)
- MTEB STS17 (ar-ar): manhattan_pearson = 78.95407006608013 (STS)
- MTEB STS17 (ar-ar): manhattan_spearman = 81.15109493737467 (STS)
- MTEB STS22.v2 (ar): cosine_pearson = 54.912880452465004 (STS)
- MTEB STS22.v2 (ar): cosine_spearman = 63.09788380910325 (STS)
- MTEB STS22.v2 (ar): euclidean_pearson = 57.92665617677832 (STS)

## Referenced Data

- Dataset: Omartificial-Intelligence-Space/Arabic-stsb
- Dataset: Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class
- Paper: 2505.24581

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (8.5 KB)
- config.json (666 B)
- config_sentence_transformers.json (201 B)
- model.safetensors (516 MB) LFS
- modules.json (229 B)
- sentence_bert_config.json (53 B)
- special_tokens_map.json (695 B)
- tokenizer.json (1.7 MB)
- tokenizer_config.json (2.0 KB)
- vocab.txt (743 KB)

## 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 2026-08-28T17:36:23.816Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Omartificial-Intelligence-Space/GATE-AraBert-v1.
- Model card references dataset context: Omartificial-Intelligence-Space/Arabic-stsb, Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class.
- 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-gate-arabert-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-omartificial-intelligence-space-gate-arabert-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-omartificial-intelligence-space-gate-arabert-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-omartificial-intelligence-space-gate-arabert-v1/decentralized-fallbacks