# nielsr/layoutlmv3-finetuned-funsd

Model from Hugging Face for token classification: nielsr/layoutlmv3-finetuned-funsd · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: unknown
- Source: unknown
- Hosting: hosted (6 files)
- Files: 6 hosted of 21 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: 6 files, 503.5 MB
- Full repo upstream: 1.01 GB
- Recommended file: 1 GB (3 files)
- Download: https://huggingbay.xyz/artifact/hf-model-nielsr-layoutlmv3-finetuned-funsd/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nielsr-layoutlmv3-finetuned-funsd/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nielsr-layoutlmv3-finetuned-funsd/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: 18245
- Stars: 32
- Card completeness: 96%

## Description

External Hugging Face catalog record for nielsr/layoutlmv3-finetuned-funsd. Task: token classification. Library: transformers. Datasets referenced by card metadata: nielsr/funsd-layoutlmv3. Base model: microsoft/layoutlmv3-base. Includes 4 model-card evaluation signals. Popularity signal at import: 18,245 downloads and 32 likes.

## Model Card Facts

- Declared license: unknown
- Pipeline: token-classification
- Library: transformers
- Base model: microsoft/layoutlmv3-base
- Task categories: token-classification
- Referenced datasets: nielsr/funsd-layoutlmv3
- Metrics: precision, recall, f1, accuracy
- Model-index entries: layoutlmv3-finetuned-funsd
- Evaluation signals: 4 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- nielsr/funsd-layoutlmv3: Precision = 0.9026198714780029 (Token Classification)
- nielsr/funsd-layoutlmv3: Recall = 0.913 (Token Classification)
- nielsr/funsd-layoutlmv3: F1 = 0.9077802634849614 (Token Classification)
- nielsr/funsd-layoutlmv3: Accuracy = 0.8330271015158475 (Token Classification)

## Referenced Data

- Dataset: nielsr/funsd-layoutlmv3

## File Hints

- .gitattributes (1.2 KB)
- .gitignore (13 B)
- README.md (3.0 KB)
- all_results.json (502 B)
- config.json (1.3 KB)
- emissions.csv (306 B)
- eval_results.json (330 B)
- merges.txt (446 KB)
- model.safetensors (478 MB) LFS
- preprocessor_config.json (275 B)
- pytorch_model.bin (478 MB) LFS
- runs/May02_16-26-18_brutasse/1651508794.4462817/events.out.tfevents.1651508794.brutasse.9557.1 (4.9 KB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-21T08:52:31.414Z.
- Upstream license: unknown. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for layoutlmv3-finetuned-funsd.
- Model card references dataset context: nielsr/funsd-layoutlmv3.
- 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-nielsr-layoutlmv3-finetuned-funsd
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nielsr-layoutlmv3-finetuned-funsd/files?limit=100
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nielsr-layoutlmv3-finetuned-funsd/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nielsr-layoutlmv3-finetuned-funsd/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nielsr-layoutlmv3-finetuned-funsd&limit=100
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