# cahya/NusaBert-ner-v1.3

Model from Hugging Face for token classification: cahya/NusaBert-ner-v1.3 · 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/cahya/NusaBert-ner-v1.3
- Hosting: hosted (5 files)
- Files: 5 hosted of 12 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, 648.6 MB
- Full repo upstream: 648.6 MB
- Recommended file: 643.8 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-cahya-nusabert-ner-v1-3/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/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: 590
- Stars: 8
- Card completeness: 96%

## Description

External Hugging Face catalog record for cahya/NusaBert-ner-v1.3. Task: token classification. Library: transformers. Languages: id. Datasets referenced by card metadata: grit-id/id_nergrit_corpus. Base model: cahya/NusaBert-v1.3. Includes 4 model-card evaluation signals. Popularity signal at import: 962 downloads and 8 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Base model: cahya/NusaBert-v1.3
- Task categories: token-classification
- Languages: id
- Referenced datasets: grit-id/id_nergrit_corpus
- Metrics: precision, recall, f1, accuracy
- Model-index entries: nusabert_nergrit_1.3
- Evaluation signals: 4 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- grit-id/id_nergrit_corpus ner: Precision = 0.8010483135824977 (Token Classification)
- grit-id/id_nergrit_corpus ner: Recall = 0.8338275412169375 (Token Classification)
- grit-id/id_nergrit_corpus ner: F1 = 0.8171093159760562 (Token Classification)
- grit-id/id_nergrit_corpus ner: Accuracy = 0.9476653696498054 (Token Classification)

## Referenced Data

- Dataset: grit-id/id_nergrit_corpus

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.0 KB)
- all_results.json (559 B) LFS
- config.json (2.6 KB) LFS
- eval_results.json (346 B) LFS
- model.safetensors (614 MB) LFS
- special_tokens_map.json (695 B) LFS
- tokenizer.json (4.5 MB) LFS
- tokenizer_config.json (19 KB) LFS
- train_results.json (233 B) LFS
- trainer_state.json (1.1 KB) LFS
- training_args.bin (5.2 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 2026-09-22T19:01:42.802Z.
- Open license detected as mit.
- Model-index metadata found for nusabert_nergrit_1.3.
- Model card references dataset context: grit-id/id_nergrit_corpus.
- 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-cahya-nusabert-ner-v1-3
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cahya-nusabert-ner-v1-3
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cahya-nusabert-ner-v1-3&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cahya-nusabert-ner-v1-3/decentralized-fallbacks