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deepvk

USER2-base

deepvk/USER2-base
sentence similarity and retrievalLicense: apache-2.0Hashes recordedsafetensors · ONNX

Content controls: not assessed.

Model from Hugging Face for sentence similarity: deepvk/USER2-base · sentence transformers

Model facts

USER2-base is an embedding model for sentence similarity and retrieval. The primary file is model.safetensors (596 MB). The primary file needs about 2 GB free for the selected file. License: Apache 2.0. The SHA-256 prefix is 54174e02d394. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.

What's included

15 hosted of 18 listed

Weights
Tokenizer & config
README, LICENSE & .gitattributes

About this model

External Hugging Face catalog record for deepvk/USER2-base. Task: sentence similarity. Library: sentence transformers. Languages: ru. Datasets referenced by card metadata: deepvk/ru-HNP, deepvk/ru-WANLI, deepvk/cultura_ru_ed, Shitao/bge-m3-data, CarlBrendt/Summ_Dialog_News, IlyaGusev/gazeta. Popularity signal at import: 20,536 downloads and 29 likes.

Quick facts

Hosted here
15 hosted of 18 listed
Full repo upstream
1.2 GB
Recommended file
596.1 MB · model.safetensors
Languages
ru
Format
safetensors · ONNX
Downloads on Hugging Face
8,767
File hashes
Hashes recorded. Date not recorded.

License & source

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
sentence similarity and retrieval
Hosted here
at least 15 listed files; full count and size unknown
Full repo upstream
1.2 GB
Recommended file
596.1 MB · model.safetensors
Files
15 hosted of 18 listed
Added to Hugging Bay
Updated at source

FAQ

What is this model?

deepvk/USER2-base is an embedding model for sentence similarity and retrieval published by deepvk, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for sentence similarity: deepvk/USER2-base · sentence transformers

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: at least 15 listed files; full count and size unknown. Full repo upstream: 1.2 GB. The recommended download, model.safetensors, is 596.1 MB.

What can I download here?

Hosted here: at least 15 listed files; full count and size unknown. Full repo upstream: 1.2 GB. The original release is at https://huggingface.co/deepvk/USER2-base.

File checks and computer fit
File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 15 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-deepvk-user2-base/safety on Hugging Bay.

Will deepvk/USER2-base 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.