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arabic_ticket_prep
RamaBashar22/arabic_ticket_prep
arabic_ticket_prep is a machine learning model from RamaBashar22. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a fine-tuned QLoRA adapter for Qwen/Qwen2.5-7B-Instruct. It is specifically trained to act as a bilingual data pipeline assistant for facility management and workplace maintenance.
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Public
Updated Jul 19, 2026
Repo size
162 MB
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At a glance
- Access
- Public
- Created
- Jul 19, 2026
- Updated
- Jul 19, 2026
- SHA
- 0fb17eef
Model card
From the Hugging Face model README
Qwen 2.5 7B - Arabic to English Ticket Translation (LoRA)
This is a fine-tuned QLoRA adapter for Qwen/Qwen2.5-7B-Instruct. It is specifically trained to act as a bilingual data pipeline assistant for facility management and workplace maintenance.
The model takes raw, informal Arabic maintenance tickets (which often include typos and merged issues) and converts them into clean, standardized English JSON.
Required Libraries
To run this model locally or in the cloud, you need the following dependencies. (Note: These specific versions ensure stability with 4-bit quantization on L4/T4 GPUs).
pip install torch transformers==4.44.2 peft==0.12.0 bitsandbytes==0.45.3 accelerate==0.34.2
- Created
- Jul 19, 2026
- Updated
- Jul 19, 2026