# NajahUniv/AraUni-Granite-97M-Intent-Classifier

Model from Hugging Face for text classification: NajahUniv/AraUni-Granite-97M-Intent-Classifier · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/NajahUniv/AraUni-Granite-97M-Intent-Classifier/blob/main/LICENSE)
- Source: https://huggingface.co/NajahUniv/AraUni-Granite-97M-Intent-Classifier
- Hosting: hosted (5 files)
- Files: 5 hosted of 48 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, 415.1 MB
- Full repo upstream: 1.27 GB
- Recommended file: 864.1 MB (INT8, 3 files)
- Parameters: 97M
- Download: https://huggingbay.xyz/artifact/hf-model-najahuniv-arauni-granite-97m-intent-classifier/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/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: 87
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for NajahUniv/AraUni-Granite-97M-Intent-Classifier. Task: text classification. Library: transformers. Languages: ar. Datasets referenced by card metadata: NajahUniv/arabic-univeristy-chatbot-qa. Base model: ibm-granite/granite-embedding-97m-multilingual-r2. Includes 3 model-card evaluation signals. Popularity signal at import: 87 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: ibm-granite/granite-embedding-97m-multilingual-r2
- Task categories: text-classification
- Languages: ar
- Referenced datasets: NajahUniv/arabic-univeristy-chatbot-qa
- Metrics: f1, accuracy
- Model-index entries: AraUni Granite 97M Intent Classifier
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- Arabic University Chatbot QA Cleaned: Test Macro F1 = 0.976916131085242 (Multi-label Classification)
- Arabic University Chatbot QA Cleaned: Test Micro F1 = 0.9781102798559158 (Multi-label Classification)
- Arabic University Chatbot QA Cleaned: Test Subset Accuracy = 0.9447031431897556 (Multi-label Classification)

## Referenced Data

- Dataset: NajahUniv/arabic-univeristy-chatbot-qa

## File Hints

- .gitattributes (1.6 KB)
- LICENSE (9.9 KB)
- README.md (31 KB)
- benchmark_results.json (10 KB)
- config.json (4.5 KB)
- configuration_arauni.py (1.2 KB)
- dataset_provenance.json (3.7 KB)
- examples/basic_inference.py (5.6 KB)
- examples/fastapi_app.py (8.3 KB)
- labels.json (1.2 KB)
- metadata.json (426 B)
- mobile/labels.json (1.2 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 2026-09-24T11:35:59.807Z.
- Open license detected as apache-2.0.
- Model-index metadata found for AraUni Granite 97M Intent Classifier.
- Model card references dataset context: NajahUniv/arabic-univeristy-chatbot-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-najahuniv-arauni-granite-97m-intent-classifier
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-najahuniv-arauni-granite-97m-intent-classifier
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-najahuniv-arauni-granite-97m-intent-classifier&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-najahuniv-arauni-granite-97m-intent-classifier/decentralized-fallbacks