# LokaalHub/nl-lokaal-middel

Model from Hugging Face for token classification: LokaalHub/nl-lokaal-middel · 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/LokaalHub/nl-lokaal-middel
- 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, 499.2 MB
- Full repo upstream: 500.6 MB
- Recommended file: 495.6 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-lokaalhub-nl-lokaal-middel/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/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: 68
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for LokaalHub/nl-lokaal-middel. Task: token classification. Library: transformers. Languages: nl. Datasets referenced by card metadata: ai4privacy/pii-masking-300k. Base model: DTAI-KULeuven/robbert-2023-dutch-base. Includes 3 model-card evaluation signals. Popularity signal at import: 68 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: DTAI-KULeuven/robbert-2023-dutch-base
- Task categories: token-classification
- Languages: nl
- Referenced datasets: ai4privacy/pii-masking-300k
- Metrics: seqeval, f1, precision, recall
- Model-index entries: nl-lokaal-middel
- Evaluation signals: 3 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- ai4privacy pii-masking-300k — Dutch validation: seqeval strict F1 (raw model) = 0.8435 (Dutch Personal-Information NER)
- ai4privacy pii-masking-300k — Dutch validation: seqeval strict precision (raw model) = 0.807 (Dutch Personal-Information NER)
- ai4privacy pii-masking-300k — Dutch validation: seqeval strict recall (raw model) = 0.8834 (Dutch Personal-Information NER)

## Referenced Data

- Dataset: ai4privacy/pii-masking-300k

## File Hints

- .gitattributes (1.5 KB)
- README.md (11 KB)
- config.json (2.9 KB)
- evaluation/compare_300k_val_nl.json (3.7 KB)
- merges.txt (490 KB)
- model.safetensors (473 MB) LFS
- special_tokens_map.json (957 B)
- tokenizer.json (3.5 MB)
- tokenizer_config.json (1.2 KB)
- vocab.json (821 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 2026-09-24T18:30:41.533Z.
- Open license detected as apache-2.0.
- Model-index metadata found for nl-lokaal-middel.
- Model card references dataset context: ai4privacy/pii-masking-300k.
- 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-lokaalhub-nl-lokaal-middel
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-lokaalhub-nl-lokaal-middel
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lokaalhub-nl-lokaal-middel&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lokaalhub-nl-lokaal-middel/decentralized-fallbacks