RamaBashar22/arabic_ticket_prep

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