# AndreiTolmachev/it-vs-nonit-roles-tiny

Model from Hugging Face for text classification: AndreiTolmachev/it-vs-nonit-roles-tiny · 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/AndreiTolmachev/it-vs-nonit-roles-tiny
- Hosting: hosted (8 files)
- Files: 8 hosted of 9 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 8 listed files; full count and size unknown
- Full repo upstream: 120.3 MB
- Download: https://huggingbay.xyz/artifact/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/download-plan)
- Per-file SHA-256: available for 7 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/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: 22
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for AndreiTolmachev/it-vs-nonit-roles-tiny. Task: text classification. Library: transformers. Languages: ru, en. Base model: cointegrated/rubert-tiny2. Includes 4 model-card evaluation signals. Popularity signal at import: 5 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Base model: cointegrated/rubert-tiny2
- Task categories: text-classification
- Languages: ru, en
- Metrics: precision, recall, f1, roc_auc
- Model-index entries: it-vs-nonit-roles-tiny
- Evaluation signals: 4 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- it-vs-nonit-roles-tiny: roc_auc = 0.9952 (IT vs Non-IT Vacancy Classification)
- it-vs-nonit-roles-tiny: precision = 0.9089 (IT vs Non-IT Vacancy Classification)
- it-vs-nonit-roles-tiny: recall = 0.9804 (IT vs Non-IT Vacancy Classification)
- it-vs-nonit-roles-tiny: f1 = 0.9433 (IT vs Non-IT Vacancy Classification)

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.8 KB)
- config.json (752 B)
- meta.json (692 B)
- model.safetensors (111 MB) LFS
- special_tokens_map.json (695 B)
- tokenizer.json (2.3 MB)
- tokenizer_config.json (1.4 KB)
- 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 2026-09-02T23:51:29.005Z.
- Open license detected as mit.
- Model-index metadata found for it-vs-nonit-roles-tiny.
- 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-andreitolmachev-it-vs-nonit-roles-tiny
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-andreitolmachev-it-vs-nonit-roles-tiny
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-andreitolmachev-it-vs-nonit-roles-tiny&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-andreitolmachev-it-vs-nonit-roles-tiny/decentralized-fallbacks