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The code was tested under the following dependencies:

• Python 3.12.3
• CUDA 12.2
• typing_extensions==4.14.0
• numpy==2.2.6
• torch==2.5.1
• huggingface_hub==0.30.2
• accelerate==1.1.1
• datasets==3.1.0
• evaluate==0.4.3
• transformers==4.45.2
• peft==0.15.0
• deepspeed==0.16.7

See saffron.py. More descriptions coming soon...