# joelbarmettler/gheim-ch-560m

Model from Hugging Face for token classification: joelbarmettler/gheim-ch-560m · 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/joelbarmettler/gheim-ch-560m
- Hosting: hosted (5 files)
- Files: 5 hosted of 14 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, 2.25 GB
- Full repo upstream: 6.17 GB
- Recommended file: 2.8 GB (4 files)
- Parameters: 560M
- Download: https://huggingbay.xyz/artifact/hf-model-joelbarmettler-gheim-ch-560m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/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: 22
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for joelbarmettler/gheim-ch-560m. Task: token classification. Library: transformers. Languages: de, fr, it, rm, en. Datasets referenced by card metadata: joelbarmettler/gheim-ch-pii-212k. Base model: FacebookAI/xlm-roberta-large. Includes 12 model-card evaluation signals. Popularity signal at import: 48 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: FacebookAI/xlm-roberta-large
- Task categories: token-classification
- Languages: de, fr, it, rm, en
- Referenced datasets: joelbarmettler/gheim-ch-pii-212k
- Metrics: f1, precision, recall
- Model-index entries: gheim-ch-560m
- Evaluation signals: 12 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- gheim-ch-pii-212k: Strict-span F1 (seqeval) = 0.9105 (PII NER (in-distribution, held-out test))
- gheim-ch-pii-212k: Char-level F1 (label-aware) = 0.9461 (PII NER (in-distribution, held-out test))
- gheim-ch-pii-212k: Strict-span precision = 0.8904 (PII NER (in-distribution, held-out test))
- gheim-ch-pii-212k: Strict-span recall = 0.9315 (PII NER (in-distribution, held-out test))
- ZurichNLP/swissner: PER char F1 (overall, zero-shot) = 0.702 (PII NER (zero-shot, Swiss-news))
- ZurichNLP/swissner: PER char F1 (de, zero-shot) = 0.539 (PII NER (zero-shot, Swiss-news))
- ZurichNLP/swissner: PER char F1 (fr, zero-shot) = 0.761 (PII NER (zero-shot, Swiss-news))
- ZurichNLP/swissner: PER char F1 (it, zero-shot) = 0.643 (PII NER (zero-shot, Swiss-news))
- ZurichNLP/swissner: PER char F1 (rm, zero-shot) = 0.409 (PII NER (zero-shot, Swiss-news))
- ai4privacy/pii-masking-openpii-1m: PER char F1 (zero-shot) = 0.938 (PII NER (zero-shot))

## Referenced Data

- Dataset: joelbarmettler/gheim-ch-pii-212k

## File Hints

- .gitattributes (1.6 KB)
- README.md (24 KB)
- config.json (2.5 KB)
- label_space.json (1.8 KB)
- model.safetensors (2.1 GB) LFS
- onnx/model.onnx (477 KB) LFS
- onnx/model.onnx_data (2.1 GB) LFS
- onnx/model_fp16.onnx (525 KB) LFS
- onnx/model_fp16.onnx_data (1.0 GB) LFS
- onnx/model_quantized.onnx (536 MB) LFS
- sentencepiece.bpe.model (4.8 MB) LFS
- special_tokens_map.json (280 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 2026-09-25T00:26:56.638Z.
- Open license detected as apache-2.0.
- Model-index metadata found for gheim-ch-560m.
- Model card references dataset context: joelbarmettler/gheim-ch-pii-212k.
- 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-joelbarmettler-gheim-ch-560m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-joelbarmettler-gheim-ch-560m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-joelbarmettler-gheim-ch-560m/decentralized-fallbacks