# openbmb/VisRAG-Ret

Model from Hugging Face for feature extraction: openbmb/VisRAG-Ret · unknown

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/openbmb/VisRAG-Ret
- Hosting: hosted (9 files)
- Files: 9 hosted of 16 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: 9 files, 6.88 GB
- Full repo upstream: 6.88 GB
- Recommended file: 6.87 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-openbmb-visrag-ret/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/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: 1161
- Stars: 73
- Card completeness: 96%

## Description

External Hugging Face catalog record for openbmb/VisRAG-Ret. Task: feature extraction. Library: unknown. Languages: en. Datasets referenced by card metadata: openbmb/VisRAG-Ret-Train-In-domain-data, openbmb/VisRAG-Ret-Train-Synthetic-data. Popularity signal at import: 519 downloads and 73 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: unknown
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: openbmb/VisRAG-Ret-Train-In-domain-data, openbmb/VisRAG-Ret-Train-Synthetic-data
- Paper ids: 2410.10594
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: openbmb/VisRAG-Ret-Train-In-domain-data
- Dataset: openbmb/VisRAG-Ret-Train-Synthetic-data
- Paper: 2410.10594

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.0 KB)
- config.json (1.1 KB)
- configuration_minicpm.py (10 KB)
- model-00001-of-00002.safetensors (4.7 GB) LFS
- model-00002-of-00002.safetensors (1.7 GB) LFS
- model.safetensors.index.json (53 KB)
- modeling_minicpm.py (70 KB)
- modeling_minicpmv.py (21 KB)
- modeling_visrag_ret.py (4.5 KB)
- resampler.py (5.5 KB)
- special_tokens_map.json (765 B)

## 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 2026-08-29T13:14:29.105Z.
- Open license detected as apache-2.0.
- Model card references dataset context: openbmb/VisRAG-Ret-Train-In-domain-data, openbmb/VisRAG-Ret-Train-Synthetic-data.
- 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-openbmb-visrag-ret
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-openbmb-visrag-ret
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-openbmb-visrag-ret&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-openbmb-visrag-ret/decentralized-fallbacks