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sdnlp-llama3.1-syrian-lora
hasankh/sdnlp-llama3.1-syrian-lora
sdnlp-llama3.1-syrian-lora is a machine learning model from hasankh. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains a LoRA adapter for modeling Syrian Arabic dialect, submitted to the AMIYA (Arabic Modeling In Your Accent) Shared Task.
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At a glance
- Access
- Public
- Created
- Dec 21, 2025
- Updated
- Jan 13, 2026
- SHA
- 2882c23d
Model card
From the Hugging Face model README
Syrian Arabic Dialect LoRA – AMIYA Submission
This repository contains a LoRA adapter for modeling Syrian Arabic dialect, submitted to the AMIYA (Arabic Modeling In Your Accent) Shared Task.
Base Model
- Meta-Llama-3.1-8B
Method
- Prompt-guided dialectal rewriting
- LoRA fine-tuning
- Post-generation filtering to ensure dialect fidelity
- No factual or QA guarantees (dialect fidelity only)
Training Data
- Task-provided data
- Prompt-engineered inference
- No off-limits datasets were used
Intended Use
- Dialectal Arabic generation (Syrian)
- Evaluation under the AL-QASIDA benchmark
Limitations
- This model is not designed for factual question answering.
- Semantic adequacy is out of scope; focus is on dialect fidelity.
Shared Task
- AMIYA – Arabic Modeling In Your Accent
- Dialect: Syrian Arabic
- Created
- Dec 21, 2025
- Updated
- Jan 13, 2026