# cihatyldz/carsi-bert-turkish-ecommerce-ner

Model from Hugging Face for token classification: cihatyldz/carsi-bert-turkish-ecommerce-ner · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: 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/cihatyldz/carsi-bert-turkish-ecommerce-ner
- Hosting: hosted (4 files)
- Files: 4 hosted of 6 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: 4 files, 440.9 MB
- Full repo upstream: 440.9 MB
- Recommended file: 440.2 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-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: 52
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for cihatyldz/carsi-bert-turkish-ecommerce-ner. Task: token classification. Library: transformers. Languages: tr. Datasets referenced by card metadata: cihatyldz/carsi-turkish-ecommerce-ner. Base model: dbmdz/bert-base-turkish-cased. Includes 1 model-card evaluation signal. Popularity signal at import: 52 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: dbmdz/bert-base-turkish-cased
- Task categories: token-classification
- Languages: tr
- Referenced datasets: cihatyldz/carsi-turkish-ecommerce-ner
- Model-index entries: carsi-bert-turkish-ecommerce-ner
- Evaluation signals: 1 model-card eval result
- File hints: 6 upstream file samples

## Evaluation Signals

- Carsi Turkish E-Commerce NER: F1 (micro) = 0.99 (Named Entity Recognition)

## Referenced Data

- Dataset: cihatyldz/carsi-turkish-ecommerce-ner

## File Hints

- .gitattributes (1.5 KB)
- README.md (7.7 KB)
- config.json (1.3 KB)
- model.safetensors (420 MB) LFS
- tokenizer.json (737 KB)
- tokenizer_config.json (341 B)

## 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 2026-09-24T22:38:00.836Z.
- Open license detected as apache-2.0.
- Model-index metadata found for carsi-bert-turkish-ecommerce-ner.
- Model card references dataset context: cihatyldz/carsi-turkish-ecommerce-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-cihatyldz-carsi-bert-turkish-ecommerce-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cihatyldz-carsi-bert-turkish-ecommerce-ner/decentralized-fallbacks