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Two small chat models run in a computer’s browser here; every other model is a file you download.

openbmb

VisRAG-Ret

openbmb/VisRAG-Ret
Model details
text embeddingsLicense: apache-2.0SHA-256 recorded for 9 of 16 filessafetensors

Content controls: not assessed.

Listed for extracting features; for developers building feature extraction tools. Catalog sources: license, cardMetadata.license, task, cardMetadata.pipelineTag.

Enthaltene Dateien

9 hosted of 16 listed

Weights
Tokenizer & config
README, LICENSE & .gitattributes

Über dieses Modell

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.

Kurzinfo

Hosted here
9 hosted of 16 listed
Full repo upstream
6.88 GB
Recommended file
6.87 GB (2 files)
Languages
en
Format
safetensors
Downloads on Hugging Face
1,161
File hashes
Hashes recorded. Date not recorded.

Lizenz und Quelle

License: apache-2.0

Check the license text and keep the required notices when you use or share the files.

Upstream source →

See the JSON record →

Task
text embeddings
Hosted here
9 files, 6.88 GB
Full repo upstream
6.88 GB
Recommended file
6.87 GB (2 files)
Files
9 hosted of 16 listed
Added to Hugging Bay
Updated at source

FAQ

What is this model?

openbmb/VisRAG-Ret is an embedding model for text embeddings published by openbmb, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for feature extraction: openbmb/VisRAG-Ret · unknown

Can I use it commercially?

It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.

How big is it?

Hosted here: 9 files, 6.88 GB. Full repo upstream: 6.88 GB. The recommended download, a 2-file weight set, is 6.87 GB.

What can I download here?

Hosted here: 9 files, 6.88 GB. Full repo upstream: 6.88 GB. The original release is at https://huggingface.co/openbmb/VisRAG-Ret.

File checks and computer fit
File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 9 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-openbmb-visrag-ret/safety on Hugging Bay.

Will openbmb/VisRAG-Ret run on my computer?

We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked.

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