# knowledgator/gliclass-multilang-edge

Model from Hugging Face for text classification: knowledgator/gliclass-multilang-edge · unknown

## Facts

- Type: LLM
- Task: text-classification
- Framework: unknown
- 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/knowledgator/gliclass-multilang-edge
- Hosting: hosted (5 files)
- Files: 5 hosted of 10 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: 5 files, 320.4 MB
- Full repo upstream: 323.2 MB
- Recommended file: 286 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-knowledgator-gliclass-multilang-edge/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/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: 275
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for knowledgator/gliclass-multilang-edge. Task: text classification. Library: unknown. Languages: en, sv, cs, pl, lt, et, lv, es. Datasets referenced by card metadata: BioMike/formal-logic-reasoning-gliclass-2k, knowledgator/gliclass-v3-logic-dataset, tau/commonsense_qa. Popularity signal at import: 1,145 downloads and 5 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: unknown
- Task categories: text-classification
- Languages: en, sv, cs, pl, lt, et, lv, es
- Referenced datasets: BioMike/formal-logic-reasoning-gliclass-2k, knowledgator/gliclass-v3-logic-dataset, tau/commonsense_qa
- Metrics: f1
- Paper ids: 2508.07662
- File hints: 10 upstream file samples

## Referenced Data

- Dataset: BioMike/formal-logic-reasoning-gliclass-2k
- Dataset: knowledgator/gliclass-v3-logic-dataset
- Dataset: tau/commonsense_qa
- Paper: 2508.07662

## File Hints

- .gitattributes (1.7 KB)
- README.md (18 KB)
- config.json (2.5 KB)
- gliclass_multilang.png (2.2 MB) LFS
- model.safetensors (273 MB) LFS
- model_comparison_en.png (217 KB) LFS
- model_comparison_multi.png (182 KB) LFS
- special_tokens_map.json (1.0 KB)
- tokenizer.json (33 MB) LFS
- tokenizer_config.json (46 KB)

## 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 2026-09-22T17:24:54.967Z.
- Open license detected as apache-2.0.
- Model card references dataset context: BioMike/formal-logic-reasoning-gliclass-2k, knowledgator/gliclass-v3-logic-dataset, tau/commonsense_qa.
- 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-knowledgator-gliclass-multilang-edge
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-knowledgator-gliclass-multilang-edge
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-knowledgator-gliclass-multilang-edge&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-knowledgator-gliclass-multilang-edge/decentralized-fallbacks