RA-FT-Optix-Food-Beverage

The Food & Beverage Industrial Model is a 3.8B parameters, lightweight, state-of-the-art model trained using synthetic Food & Beverage domain specific datasets that focuses on the assets, manufacturing process, troubleshooting, etc. and fine-tuned on the Phi-3-Mini-128K-instruct model used as the base model. The training dataset includes both synthetic data and filtered publicly available data, with an emphasis on high-quality and reasoning-dense properties.

The model underwent a post-training process that incorporates both supervised fine-tuning and direct preference optimization for the instruction following and safety measures. When assessed against benchmarks testing common sense, language understanding, math, code, long context and logical reasoning, this fine-tuned model did not degrade compared to its baseline performance.

Please contact Rockwell Automation for more information and to discuss your specific requirements. Contact info: microsoft@rockwellautomation.com