# cernis-intelligence/cernis-vision-ocr

Model from Hugging Face for vision: cernis-intelligence/cernis-vision-ocr · unknown

## Facts

- Type: Vision
- Task: general
- Framework: unknown
- 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/cernis-intelligence/cernis-vision-ocr
- Hosting: hosted (17 files)
- Files: 17 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: at least 17 listed files; full count and size unknown
- Full repo upstream: 16.6 GB
- Download: https://huggingbay.xyz/artifact/hf-model-cernis-intelligence-cernis-vision-ocr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/download-plan)
- Per-file SHA-256: available for 15 of 17 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/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: 23
- Stars: 0
- Card completeness: 88%

## Description

External Hugging Face catalog record for cernis-intelligence/cernis-vision-ocr. Library: unknown. Base model: unsloth/Qwen2.5-VL-7B-Instruct-bnb-4bit. Popularity signal at import: 58 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: unknown
- Base model: unsloth/Qwen2.5-VL-7B-Instruct-bnb-4bit
- Task categories: general
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.5 KB)
- added_tokens.json (605 B)
- chat_template.jinja (1017 B)
- config.json (3.8 KB)
- generation_config.json (237 B)
- merges.txt (1.6 MB)
- model-00001-of-00004.safetensors (4.6 GB) LFS
- model-00002-of-00004.safetensors (4.6 GB) LFS
- model-00003-of-00004.safetensors (4.6 GB) LFS
- model-00004-of-00004.safetensors (1.6 GB) LFS
- model.safetensors.index.json (56 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 2026-09-04T03:32:58.418Z.
- Open license detected as apache-2.0.
- 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-cernis-intelligence-cernis-vision-ocr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cernis-intelligence-cernis-vision-ocr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cernis-intelligence-cernis-vision-ocr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cernis-intelligence-cernis-vision-ocr/decentralized-fallbacks