Ising-Calibration-1.5-31B-BF16

NVIDIA-Ising-Calibration-1.5-31B-BF16 is a dense multimodal vision-language model built on Gemma 4 31B. It analyzes quantum computing calibration experiment plots and generates structured technical text across six analysis categories: technical description, experimental conclusion, experimental significance, fit quality assessment, parameter extraction, and experiment success classification. NVIDIA-Ising-Calibration-1.5-31B-BF16 was developed by NVIDIA for quantum calibration plot understanding. _This model is ready for commercial use._ Quantum computing researchers, calibration engineers, and developers can use this model to analyze experiment plot images and generate technical descriptions, experimental conclusions, significance assessments, fit quality evaluations, parameter extractions, and experiment success classifications. The model assists automated or assisted calibration workflows, and outputs should be validated by domain experts before acting on experimental conclusions. **NGC:** 07/23/2026 via https://catalog.ngc.nvidia.com/orgs/nim/teams/nvidia/models/nvidia-ising-calibration-1-5-31b