# ismatsamadov/azeri-turkish-bert-ner

Model from Hugging Face for token classification: ismatsamadov/azeri-turkish-bert-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/ismatsamadov/azeri-turkish-bert-ner
- Hosting: hosted (5 files)
- Files: 5 hosted of 10 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: 5 files, 441 MB
- Full repo upstream: 441.5 MB
- Recommended file: 440.3 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-ismatsamadov-azeri-turkish-bert-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-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: 40
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for ismatsamadov/azeri-turkish-bert-ner. Task: token classification. Library: transformers. Languages: az, tr. Datasets referenced by card metadata: LocalDoc/azerbaijani-ner-dataset. Base model: akdeniz27/bert-base-turkish-cased-ner. Includes 3 model-card evaluation signals.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Base model: akdeniz27/bert-base-turkish-cased-ner
- Task categories: token-classification
- Languages: az, tr
- Referenced datasets: LocalDoc/azerbaijani-ner-dataset
- Metrics: precision, recall, f1
- Model-index entries: Azeri-Turkish-BERT-NER
- Evaluation signals: 3 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- Azerbaijani NER Dataset: Precision = 0.7432 (Named Entity Recognition)
- Azerbaijani NER Dataset: Recall = 0.7255 (Named Entity Recognition)
- Azerbaijani NER Dataset: F1 = 0.7342 (Named Entity Recognition)

## Referenced Data

- Dataset: LocalDoc/azerbaijani-ner-dataset

## File Hints

- .gitattributes (1.5 KB)
- README.md (6.8 KB)
- azeri-turkish-bert-ner.ipynb (171 KB)
- azeri-turkish-bert-ner.py (14 KB)
- config.json (2.7 KB)
- model.safetensors (420 MB) LFS
- special_tokens_map.json (695 B)
- tokenizer.json (737 KB)
- tokenizer_config.json (1.3 KB)
- vocab.txt (245 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 2026-09-30T07:17:06.615Z.
- Open license detected as mit.
- Model-index metadata found for Azeri-Turkish-BERT-NER.
- Model card references dataset context: LocalDoc/azerbaijani-ner-dataset.
- 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-ismatsamadov-azeri-turkish-bert-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-ismatsamadov-azeri-turkish-bert-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ismatsamadov-azeri-turkish-bert-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-ismatsamadov-azeri-turkish-bert-ner/decentralized-fallbacks