| # Qwen 2.5 7B - Arabic to English Ticket Translation (LoRA) | |
| This is a fine-tuned QLoRA adapter for [`Qwen/Qwen2.5-7B-Instruct`](https://huggingface.co/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). | |
| ```bash | |
| pip install torch transformers==4.44.2 peft==0.12.0 bitsandbytes==0.45.3 accelerate==0.34.2 |