# JoshuaAAX/beto-finetuned-ner

Model from Hugging Face for token classification: JoshuaAAX/beto-finetuned-ner · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/JoshuaAAX/beto-finetuned-ner
- Hosting: hosted (5 files)
- Files: 5 hosted of 18 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, 437.8 MB
- Full repo upstream: 438.1 MB
- Recommended file: 437.1 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-joshuaaax-beto-finetuned-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-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: 84
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for JoshuaAAX/beto-finetuned-ner. Task: token classification. Library: transformers. Datasets referenced by card metadata: conll2002. Base model: NazaGara/NER-fine-tuned-BETO. Includes 4 model-card evaluation signals. Popularity signal at import: 84 downloads and 1 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: token-classification
- Library: transformers
- Base model: NazaGara/NER-fine-tuned-BETO
- Task categories: token-classification
- Referenced datasets: conll2002
- Metrics: precision, recall, f1, accuracy
- Model-index entries: beto-finetuned-ner
- Evaluation signals: 4 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- conll2002: Precision = 0.8402527075812274 (Token Classification)
- conll2002: Recall = 0.8556985294117647 (Token Classification)
- conll2002: F1 = 0.8479052823315117 (Token Classification)
- conll2002: Accuracy = 0.9701834862385321 (Token Classification)

## Referenced Data

- Dataset: conll2002

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.0 KB)
- config.json (1.0 KB)
- model.safetensors (417 MB) LFS
- runs/May25_04-33-57_7a07504f92d6/events.out.tfevents.1716611682.7a07504f92d6.274.0 (12 KB) LFS
- runs/May25_04-33-57_7a07504f92d6/events.out.tfevents.1716613419.7a07504f92d6.274.1 (560 B) LFS
- runs/May25_05-05-25_7a07504f92d6/events.out.tfevents.1716613526.7a07504f92d6.274.2 (12 KB) LFS
- runs/May25_05-05-25_7a07504f92d6/events.out.tfevents.1716615206.7a07504f92d6.274.3 (560 B) LFS
- runs/May25_05-34-20_7a07504f92d6/events.out.tfevents.1716615708.7a07504f92d6.274.4 (7.4 KB) LFS
- runs/May25_05-34-20_7a07504f92d6/events.out.tfevents.1716616234.7a07504f92d6.274.5 (560 B) LFS
- runs/May25_05-52-19_7a07504f92d6/events.out.tfevents.1716616340.7a07504f92d6.274.6 (7.4 KB) LFS
- runs/May25_05-52-19_7a07504f92d6/events.out.tfevents.1716616861.7a07504f92d6.274.7 (560 B) 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 2026-09-24T14:42:14.253Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for beto-finetuned-ner.
- Model card references dataset context: conll2002.
- 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-joshuaaax-beto-finetuned-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-joshuaaax-beto-finetuned-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-joshuaaax-beto-finetuned-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-joshuaaax-beto-finetuned-ner/decentralized-fallbacks