# nickprock/bert-finetuned-ner-ontonotes

Model from Hugging Face for token classification: nickprock/bert-finetuned-ner-ontonotes · 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/nickprock/bert-finetuned-ner-ontonotes
- Hosting: hosted (5 files)
- Files: 5 hosted of 13 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, 431.7 MB
- Full repo upstream: 863 MB
- Recommended file: 862.1 MB (3 files)
- Download: https://huggingbay.xyz/artifact/hf-model-nickprock-bert-finetuned-ner-ontonotes/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/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: 31
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for nickprock/bert-finetuned-ner-ontonotes. Task: token classification. Library: transformers. Languages: en. Datasets referenced by card metadata: tner/ontonotes5. Base model: bert-base-cased. Includes 4 model-card evaluation signals. Popularity signal at import: 351 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: bert-base-cased
- Task categories: token-classification
- Languages: en
- Referenced datasets: tner/ontonotes5
- Metrics: precision, recall, f1, accuracy
- Model-index entries: bert-finetuned-ner-ontonotes
- Evaluation signals: 4 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- ontonotes5: Precision = 0.8567258883248731 (Token Classification)
- ontonotes5: Recall = 0.8841595180407308 (Token Classification)
- ontonotes5: F1 = 0.8702265476459025 (Token Classification)
- ontonotes5: Accuracy = 0.9754933764288157 (Token Classification)

## Referenced Data

- Dataset: tner/ontonotes5

## File Hints

- .gitattributes (1.4 KB)
- .gitignore (13 B)
- README.md (2.8 KB)
- config.json (2.2 KB)
- model.safetensors (411 MB) LFS
- pytorch_model.bin (411 MB) LFS
- runs/Sep26_08-09-50_d5cf4d0fc78e/1664179810.2125251/events.out.tfevents.1664179810.d5cf4d0fc78e.70.1 (5.4 KB) LFS
- runs/Sep26_08-09-50_d5cf4d0fc78e/events.out.tfevents.1664179810.d5cf4d0fc78e.70.0 (22 KB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (653 KB)
- tokenizer_config.json (347 B)
- training_args.bin (3.3 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 2026-09-23T03:54:26.332Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bert-finetuned-ner-ontonotes.
- Model card references dataset context: tner/ontonotes5.
- 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-nickprock-bert-finetuned-ner-ontonotes
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nickprock-bert-finetuned-ner-ontonotes
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nickprock-bert-finetuned-ner-ontonotes/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nickprock-bert-finetuned-ner-ontonotes&limit=100
- Request mirror: not applicable.
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