# shekar-ai/albert-base-v2-persian-ner

Model from Hugging Face for token classification: shekar-ai/albert-base-v2-persian-ner · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/shekar-ai/albert-base-v2-persian-ner
- Hosting: hosted (6 files)
- Files: 6 hosted of 19 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: 6 files, 47.7 MB
- Full repo upstream: 48.5 MB
- Recommended file: 45.4 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-shekar-ai-albert-base-v2-persian-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/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: 47
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for shekar-ai/albert-base-v2-persian-ner. Task: token classification. Library: transformers. Languages: fa. Base model: shekar-ai/albert-base-v2-persian-zwnj-naab-mlm. Includes 4 model-card evaluation signals. Popularity signal at import: 47 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Base model: shekar-ai/albert-base-v2-persian-zwnj-naab-mlm
- Task categories: token-classification
- Languages: fa
- Metrics: precision, recall, f1, accuracy
- Model-index entries: albert-base-v2-persian-ner
- Evaluation signals: 4 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- Persian NER (Text-Mining): f1 = 0.7627 (Named Entity Recognition)
- Persian NER (Text-Mining): precision = 0.7587 (Named Entity Recognition)
- Persian NER (Text-Mining): recall = 0.7669 (Named Entity Recognition)
- Persian NER (Text-Mining): accuracy = 0.962 (Named Entity Recognition)

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.8 KB)
- added_tokens.json (76 B)
- config.json (1.2 KB)
- model.safetensors (43 MB) LFS
- runs/Jul21_22-16-35_smartag-Precision-7820-Tower/events.out.tfevents.1753150597.smartag-Precision-7820-Tower.1031031.0 (5.4 KB) LFS
- runs/Jul21_22-17-59_smartag-Precision-7820-Tower/events.out.tfevents.1753150681.smartag-Precision-7820-Tower.1031031.1 (5.4 KB) LFS
- runs/Jul21_22-18-28_smartag-Precision-7820-Tower/events.out.tfevents.1753150711.smartag-Precision-7820-Tower.1031031.2 (5.4 KB) LFS
- runs/Jul21_22-18-54_smartag-Precision-7820-Tower/events.out.tfevents.1753150736.smartag-Precision-7820-Tower.1031031.3 (5.4 KB) LFS
- runs/Jul21_22-35-59_smartag-Precision-7820-Tower/events.out.tfevents.1753151762.smartag-Precision-7820-Tower.1031031.4 (6.4 KB) LFS
- runs/Jul21_22-38-01_smartag-Precision-7820-Tower/events.out.tfevents.1753151884.smartag-Precision-7820-Tower.1031031.5 (5.4 KB) LFS
- runs/Jul21_22-38-22_smartag-Precision-7820-Tower/events.out.tfevents.1753151905.smartag-Precision-7820-Tower.1031031.6 (5.4 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 2026-09-25T00:09:20.675Z.
- Open license detected as mit.
- Model-index metadata found for albert-base-v2-persian-ner.
- 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-albert-base-v2-persian-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-shekar-ai-albert-base-v2-persian-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-shekar-ai-albert-base-v2-persian-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-shekar-ai-albert-base-v2-persian-ner/decentralized-fallbacks