# dslim/bert-large-NER

Model from Hugging Face for token classification: dslim/bert-large-NER · 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/dslim/bert-large-NER
- Hosting: hosted (11 files)
- Files: 11 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 11 listed files; full count and size unknown
- Full repo upstream: 6.67 GB
- Recommended file: 1.33 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-dslim-bert-large-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/download-plan)
- Per-file SHA-256: available for 5 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-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: 144793
- Stars: 163
- Card completeness: 96%

## Description

External Hugging Face catalog record for dslim/bert-large-NER. Task: token classification. Library: transformers. Languages: en. Datasets referenced by card metadata: conll2003. Includes 5 model-card evaluation signals. Popularity signal at import: 138,158 downloads and 163 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: en
- Referenced datasets: conll2003
- Paper ids: 1810.04805
- Model-index entries: dslim/bert-large-NER
- Evaluation signals: 5 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- conll2003: Accuracy = 0.9031688753722759 (Token Classification)
- conll2003: Precision = 0.920025068328604 (Token Classification)
- conll2003: Recall = 0.9193688678588825 (Token Classification)
- conll2003: F1 = 0.9196968510445761 (Token Classification)
- conll2003: loss = 0.5085050463676453 (Token Classification)

## Referenced Data

- Dataset: conll2003
- Paper: 1810.04805

## File Hints

- .gitattributes (445 B)
- README.md (5.8 KB)
- config.json (1.4 KB)
- flax_model.msgpack (1.2 GB) LFS
- model.safetensors (1.2 GB) LFS
- onnx/added_tokens.json (82 B)
- onnx/config.json (1.2 KB)
- onnx/model.onnx (1.2 GB) LFS
- onnx/special_tokens_map.json (125 B)
- onnx/tokenizer.json (653 KB)
- onnx/tokenizer_config.json (1.3 KB)
- onnx/vocab.txt (208 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-28T00:38:45.806Z.
- Open license detected as mit.
- Model-index metadata found for dslim/bert-large-NER.
- Model card references dataset context: conll2003.
- 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-dslim-bert-large-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-dslim-bert-large-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/download-plan
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- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-large-ner/decentralized-fallbacks