# viktor-shcherb/sberbank-rubert-base-collection3

Model from Hugging Face for token classification: viktor-shcherb/sberbank-rubert-base-collection3 · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- 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/viktor-shcherb/sberbank-rubert-base-collection3
- Hosting: unknown (no download location recorded)
- Files: 13 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 1.43 GB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 424
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for viktor-shcherb/sberbank-rubert-base-collection3. Task: token classification. Library: transformers. Languages: ru. Datasets referenced by card metadata: RCC-MSU/collection3. Base model: sberbank-ai/ruBert-base. Includes 8 model-card evaluation signals. Popularity signal at import: 896 downloads and 5 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: sberbank-ai/ruBert-base
- Task categories: token-classification
- Languages: ru
- Referenced datasets: RCC-MSU/collection3
- Metrics: precision, recall, f1, accuracy
- Model-index entries: sberbank-rubert-base-collection3
- Evaluation signals: 8 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- RCC-MSU/collection3: Precision = 0.938019472809309 (Token Classification)
- RCC-MSU/collection3: Recall = 0.9594364828758805 (Token Classification)
- RCC-MSU/collection3: F1 = 0.9486071085494716 (Token Classification)
- RCC-MSU/collection3: Accuracy = 0.9860420020488805 (Token Classification)
- RCC-MSU/collection3: Precision = 0.9419896321895829 (Token Classification)
- RCC-MSU/collection3: Recall = 0.9537615596100975 (Token Classification)
- RCC-MSU/collection3: F1 = 0.947839046199702 (Token Classification)
- RCC-MSU/collection3: Accuracy = 0.9847255179564897 (Token Classification)

## Referenced Data

- Dataset: RCC-MSU/collection3

## File Hints

- .gitattributes (1.4 KB)
- .gitignore (13 B)
- README.md (3.1 KB)
- config.json (1.1 KB)
- model.safetensors (678 MB) LFS
- pytorch_model.bin (678 MB) LFS
- runs/Mar03_12-56-54_viktor-sch/1677837429.6260808/events.out.tfevents.1677837429.viktor-sch.21172.1 (5.6 KB) LFS
- runs/Mar03_12-56-54_viktor-sch/events.out.tfevents.1677837429.viktor-sch.21172.0 (10 KB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (3.5 MB)
- tokenizer_config.json (434 B)
- training_args.bin (3.4 KB) LFS

## 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-22T18:46:45.929Z.
- Open license detected as apache-2.0.
- Model-index metadata found for sberbank-rubert-base-collection3.
- Model card references dataset context: RCC-MSU/collection3.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-viktor-shcherb-sberbank-rubert-base-collection3
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-viktor-shcherb-sberbank-rubert-base-collection3/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-viktor-shcherb-sberbank-rubert-base-collection3/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-viktor-shcherb-sberbank-rubert-base-collection3/distribution
- Manifest: not available until files are hosted and release checks pass.
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