# Riprobot/bert-ner-demo

Model from Hugging Face for token classification: Riprobot/bert-ner-demo · 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/Riprobot/bert-ner-demo
- Hosting: unknown (no download location recorded)
- Files: 10 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 133.9 MB
- Recommended file: 132.9 MB (2 files)
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 123
- Stars: 0
- Card completeness: 93%

## Description

External Hugging Face catalog record for Riprobot/bert-ner-demo. Task: token classification. Library: transformers. Base model: BAAI/bge-small-en-v1.5. Popularity signal at import: 123 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Base model: BAAI/bge-small-en-v1.5
- Task categories: token-classification
- Metrics: precision, recall, f1, accuracy
- Model-index entries: bert-ner-demo
- File hints: 10 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.6 KB)
- config.json (936 B)
- model.safetensors (127 MB) LFS
- runs/Oct04_20-46-22_b71f7546d44d/events.out.tfevents.1759610789.b71f7546d44d.790.0 (8.3 KB) LFS
- special_tokens_map.json (695 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (1.2 KB)
- training_args.bin (5.7 KB) LFS
- vocab.txt (226 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-27T08:28:30.211Z.
- Open license detected as mit.
- Model-index metadata found for bert-ner-demo.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-riprobot-bert-ner-demo
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-riprobot-bert-ner-demo/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-riprobot-bert-ner-demo/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-riprobot-bert-ner-demo/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-riprobot-bert-ner-demo/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-riprobot-bert-ner-demo/decentralized-fallbacks