# 3liel/marbert-arabic-tweet-sentiment-stable

Model from Hugging Face for text classification: 3liel/marbert-arabic-tweet-sentiment-stable · 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/3liel/marbert-arabic-tweet-sentiment-stable
- Hosting: hosted (4 files)
- Files: 4 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: 4 files, 654.1 MB
- Full repo upstream: 654.2 MB
- Recommended file: 651.4 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/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: 526
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for 3liel/marbert-arabic-tweet-sentiment-stable. Task: text classification. Library: transformers. Languages: ar. Datasets referenced by card metadata: mteb/tweet_sentiment_multilingual, arbml/ArSAS. Base model: UBC-NLP/MARBERTv2. Includes 2 model-card evaluation signals. Popularity signal at import: 526 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: UBC-NLP/MARBERTv2
- Task categories: text-classification
- Languages: ar
- Referenced datasets: mteb/tweet_sentiment_multilingual, arbml/ArSAS
- Metrics: accuracy, f1
- Model-index entries: marbert-arabic-tweet-sentiment-stable
- Evaluation signals: 2 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- MTEB Arabic Tweet Sentiment (arabic subset): accuracy = 0.7685 (Arabic Tweet Sentiment Classification)
- MTEB Arabic Tweet Sentiment (arabic subset): F1 (weighted) = 0.7613 (Arabic Tweet Sentiment Classification)

## Referenced Data

- Dataset: mteb/tweet_sentiment_multilingual
- Dataset: arbml/ArSAS

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.2 KB)
- app.py (1.9 KB)
- config.json (1.1 KB)
- main (1).py (3.1 KB)
- model.safetensors (621 MB) LFS
- requirements (2).txt (144 B)
- text-classification.ipynb (70 KB)
- tokenizer.json (2.6 MB)
- tokenizer_config.json (402 B)
- training_args.bin (5.1 KB) LFS

## 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 2026-09-22T23:46:49.487Z.
- Open license detected as apache-2.0.
- Model-index metadata found for marbert-arabic-tweet-sentiment-stable.
- Model card references dataset context: mteb/tweet_sentiment_multilingual, arbml/ArSAS.
- 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-3liel-marbert-arabic-tweet-sentiment-stable
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-3liel-marbert-arabic-tweet-sentiment-stable
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-3liel-marbert-arabic-tweet-sentiment-stable&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-3liel-marbert-arabic-tweet-sentiment-stable/decentralized-fallbacks