# seara/rubert-tiny2-russian-sentiment

Model from Hugging Face for text classification: seara/rubert-tiny2-russian-sentiment · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/seara/rubert-tiny2-russian-sentiment
- Hosting: hosted (10 files)
- Files: 10 hosted of 11 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 10 listed files; full count and size unknown
- Full repo upstream: 470.8 MB
- Recommended file: 116.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-seara-rubert-tiny2-russian-sentiment/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/download-plan)
- Per-file SHA-256: available for 6 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/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: 38009
- Stars: 35
- Card completeness: 96%

## Description

External Hugging Face catalog record for seara/rubert-tiny2-russian-sentiment. Task: text classification. Library: transformers. Languages: ru. Datasets referenced by card metadata: sismetanin/rureviews, RuSentiment, LinisCrowd2015, LinisCrowd2016, KaggleRussianNews. Popularity signal at import: 20,365 downloads and 35 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Languages: ru
- Referenced datasets: sismetanin/rureviews, RuSentiment, LinisCrowd2015, LinisCrowd2016, KaggleRussianNews
- Metrics: f1, roc_auc, precision, recall
- File hints: 11 upstream file samples

## Referenced Data

- Dataset: sismetanin/rureviews
- Dataset: RuSentiment
- Dataset: LinisCrowd2015
- Dataset: LinisCrowd2016
- Dataset: KaggleRussianNews

## File Hints

- .gitattributes (1.4 KB)
- README.md (2.2 KB)
- config.json (911 B)
- flax_model.msgpack (111 MB) LFS
- model.safetensors (111 MB) LFS
- pytorch_model.bin (111 MB) LFS
- special_tokens_map.json (125 B)
- tf_model.h5 (111 MB) LFS
- tokenizer.json (2.3 MB)
- tokenizer_config.json (368 B)
- vocab.txt (1.0 MB)

## 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 2026-08-28T14:12:59.571Z.
- Open license detected as mit.
- Model card references dataset context: sismetanin/rureviews, RuSentiment, LinisCrowd2015, LinisCrowd2016.
- 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-seara-rubert-tiny2-russian-sentiment
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-seara-rubert-tiny2-russian-sentiment
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-seara-rubert-tiny2-russian-sentiment&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/decentralized-fallbacks