# HamzaNaser/Dialects-to-MSA-Transformer

Model from Hugging Face for summarization: HamzaNaser/Dialects-to-MSA-Transformer · transformers

## Facts

- Type: LLM
- Task: summarization
- 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/HamzaNaser/Dialects-to-MSA-Transformer
- Hosting: hosted (7 files)
- Files: 7 hosted of 38 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: 7 files, 1.94 GB
- Full repo upstream: 1.94 GB
- Recommended file: 1.94 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-hamzanaser-dialects-to-msa-transformer/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/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: 99
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for HamzaNaser/Dialects-to-MSA-Transformer. Task: summarization. Library: transformers. Languages: ar. Datasets referenced by card metadata: HamzaNaser/Dialects-To-MSA-800K. Base model: facebook/m2m100_418M. Popularity signal at import: 99 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: summarization
- Library: transformers
- Base model: facebook/m2m100_418M
- Task categories: summarization
- Languages: ar
- Referenced datasets: HamzaNaser/Dialects-To-MSA-800K
- Metrics: bleu
- Model-index entries: Dialects-to-MSA-Transformer
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: HamzaNaser/Dialects-To-MSA-800K

## File Hints

- .gitattributes (1.5 KB)
- Dialects by Region.png (26 KB)
- Punctuations.png (53 KB)
- README.md (9.1 KB)
- added_tokens.json (2.0 KB)
- config.json (960 B)
- generation_config.json (198 B)
- model.safetensors (1.8 GB) LFS
- runs/Aug30_06-25-19_bab7777e2c0c/events.out.tfevents.1724999120.bab7777e2c0c.4457.0 (5.2 KB) LFS
- runs/Aug30_06-27-45_bab7777e2c0c/events.out.tfevents.1724999266.bab7777e2c0c.4457.1 (5.2 KB) LFS
- runs/Aug30_06-28-31_bab7777e2c0c/events.out.tfevents.1724999311.bab7777e2c0c.4457.2 (6.1 KB) LFS
- runs/Aug30_07-31-53_bab7777e2c0c/events.out.tfevents.1725003114.bab7777e2c0c.4457.3 (6.1 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 2026-09-24T03:19:35.389Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Dialects-to-MSA-Transformer.
- Model card references dataset context: HamzaNaser/Dialects-To-MSA-800K.
- 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-hamzanaser-dialects-to-msa-transformer
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-hamzanaser-dialects-to-msa-transformer
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-hamzanaser-dialects-to-msa-transformer&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-hamzanaser-dialects-to-msa-transformer/decentralized-fallbacks