# OpenAlex/bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract

Model from Hugging Face for text classification: OpenAlex/bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract · 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/OpenAlex/bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract
- Hosting: hosted (5 files)
- Files: 5 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: 5 files, 728.9 MB
- Full repo upstream: 1.46 GB
- Recommended file: 725.3 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/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: 1891
- Stars: 12
- Card completeness: 93%

## Description

External Hugging Face catalog record for OpenAlex/bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract. Task: text classification. Library: transformers. Base model: bert-base-multilingual-cased. Popularity signal at import: 5,424 downloads and 12 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: bert-base-multilingual-cased
- Task categories: text-classification
- Model-index entries: bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract
- File hints: 9 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (6.7 KB)
- config.json (602 KB)
- model.safetensors (692 MB) LFS
- special_tokens_map.json (125 B)
- tf_model.h5 (692 MB) LFS
- tokenizer.json (2.8 MB)
- tokenizer_config.json (1.2 KB)
- vocab.txt (972 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 2026-09-22T00:22:31.127Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstract.
- 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-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-openalex-bert-base-multilingual-cased-finetuned-openalex-topic-classification-title-abstr/decentralized-fallbacks