# MaxKazak/ruBert-base-russian-emotion-detection

Model from Hugging Face for text classification: MaxKazak/ruBert-base-russian-emotion-detection · transformers

## Facts

- Type: LLM
- Task: text-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/MaxKazak/ruBert-base-russian-emotion-detection
- Hosting: hosted (7 files)
- Files: 7 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: 7 files, 718.8 MB
- Full repo upstream: 1.43 GB
- Recommended file: 1.43 GB (3 files)
- Download: https://huggingbay.xyz/artifact/hf-model-maxkazak-rubert-base-russian-emotion-detection/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/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: 1521
- Stars: 6
- Card completeness: 96%

## Description

External Hugging Face catalog record for MaxKazak/ruBert-base-russian-emotion-detection. Task: text classification. Library: transformers. Languages: ru. Datasets referenced by card metadata: Djacon/ru_goemotions. Base model: ai-forever/ruBert-base. Includes 1 model-card evaluation signal. Popularity signal at import: 1,563 downloads and 6 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: ai-forever/ruBert-base
- Task categories: text-classification
- Languages: ru
- Referenced datasets: Djacon/ru_goemotions
- Metrics: accuracy
- Model-index entries: ruBert-base-russian-emotions-classifier-goEmotions
- Evaluation signals: 1 model-card eval result
- File hints: 11 upstream file samples

## Evaluation Signals

- ru_goemotions: multilabel ROC AUC = 92% (Multilabel Text Classification)

## Referenced Data

- Dataset: Djacon/ru_goemotions

## File Hints

- .gitattributes (1.4 KB)
- .gitignore (13 B)
- README.md (2.7 KB)
- config.json (1.2 KB)
- model.safetensors (680 MB) LFS
- pytorch_model.bin (680 MB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (3.5 MB)
- tokenizer_config.json (378 B)
- training_args.bin (3.4 KB) LFS
- vocab.txt (1.7 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 2026-08-29T05:07:03.401Z.
- Open license detected as apache-2.0.
- Model-index metadata found for ruBert-base-russian-emotions-classifier-goEmotions.
- Model card references dataset context: Djacon/ru_goemotions.
- 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-maxkazak-rubert-base-russian-emotion-detection
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-maxkazak-rubert-base-russian-emotion-detection
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-maxkazak-rubert-base-russian-emotion-detection&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-maxkazak-rubert-base-russian-emotion-detection/decentralized-fallbacks