# shekar-ai/Noql

Model from Hugging Face for sentence similarity: shekar-ai/Noql · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/shekar-ai/Noql
- Hosting: hosted (9 files)
- Files: 9 hosted of 13 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: 9 files, 50 MB
- Full repo upstream: 50.7 MB
- Recommended file: 47.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-shekar-ai-noql/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/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: 129
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for shekar-ai/Noql. Task: sentence similarity. Library: sentence transformers. Languages: fa. Datasets referenced by card metadata: shekar-ai/Shiraz. Base model: shekar-ai/albert-base-v2-persian-zwnj-naab-mlm. Popularity signal at import: 129 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: shekar-ai/albert-base-v2-persian-zwnj-naab-mlm
- Task categories: sentence-similarity
- Languages: fa
- Referenced datasets: shekar-ai/Shiraz
- File hints: 13 upstream file samples

## Referenced Data

- Dataset: shekar-ai/Shiraz

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (3.2 KB)
- added_tokens.json (76 B)
- config.json (820 B)
- config_sentence_transformers.json (199 B)
- model.safetensors (46 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (53 B)
- special_tokens_map.json (970 B)
- spiece.model (669 KB) LFS
- tokenizer.json (2.1 MB)

## 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 2026-09-25T09:49:26.462Z.
- Open license detected as apache-2.0.
- Model card references dataset context: shekar-ai/Shiraz.
- 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-shekar-ai-noql
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-shekar-ai-noql
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-shekar-ai-noql&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-noql/decentralized-fallbacks