# bnsapa/cybersecurity-ner

Model from Hugging Face for token classification: bnsapa/cybersecurity-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/bnsapa/cybersecurity-ner
- Hosting: hosted (5 files)
- Files: 5 hosted of 17 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: at least 5 listed files; full count and size unknown
- Full repo upstream: 266.5 MB
- Recommended file: 265.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-bnsapa-cybersecurity-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/download-plan)
- Per-file SHA-256: available for 4 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-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: 60
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for bnsapa/cybersecurity-ner. Task: token classification. Library: transformers. Languages: en. Datasets referenced by card metadata: bnsapa/cybersecurity-ner. Base model: distilbert-base-uncased. Popularity signal at import: 60 downloads and 2 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: distilbert-base-uncased
- Task categories: token-classification
- Languages: en
- Referenced datasets: bnsapa/cybersecurity-ner
- Metrics: precision, recall, f1, accuracy
- Model-index entries: cybersecurity-ner
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: bnsapa/cybersecurity-ner

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.6 KB)
- config.json (1.1 KB)
- model.safetensors (253 MB) LFS
- runs/Nov18_23-24-52_7ada9e1b36df/events.out.tfevents.1700349915.7ada9e1b36df.736.0 (7.3 KB) LFS
- runs/Nov18_23-24-52_7ada9e1b36df/events.out.tfevents.1700350145.7ada9e1b36df.736.1 (7.3 KB) LFS
- runs/Nov18_23-24-52_7ada9e1b36df/events.out.tfevents.1700350341.7ada9e1b36df.736.2 (560 B) LFS
- runs/Nov19_00-00-29_7ada9e1b36df/events.out.tfevents.1700352036.7ada9e1b36df.736.3 (7.3 KB) LFS
- runs/Nov19_00-00-29_7ada9e1b36df/events.out.tfevents.1700352237.7ada9e1b36df.736.4 (560 B) LFS
- runs/Nov19_00-14-37_f88aac7ea754/events.out.tfevents.1700352893.f88aac7ea754.772.0 (8.9 KB) LFS
- runs/Nov19_00-14-37_f88aac7ea754/events.out.tfevents.1700353196.f88aac7ea754.772.1 (560 B) LFS
- runs/Nov20_23-03-56_b9193ed658c2/events.out.tfevents.1700521446.b9193ed658c2.508.0 (7.1 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 2026-09-24T20:16:45.525Z.
- Open license detected as apache-2.0.
- Model-index metadata found for cybersecurity-ner.
- Model card references dataset context: bnsapa/cybersecurity-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-bnsapa-cybersecurity-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bnsapa-cybersecurity-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bnsapa-cybersecurity-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bnsapa-cybersecurity-ner/decentralized-fallbacks