Instructions to use nvidia/Ising-Calibration-1-35B-A3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nvidia/Ising-Calibration-1-35B-A3B with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("nvidia/Ising-Calibration-1-35B-A3B", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Update explainability subcard Governing Terms
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explainability.md
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@@ -10,5 +10,5 @@ Technical Limitations & Mitigation: | The model is domain-specific to quantum ca
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Performance Metrics: | QCalEval zero-shot scores (averaged): Q1 Technical Description `87.8`, Q2 Experimental Conclusion `67.1`, Q3 Experimental Significance `64.7`, Q4 Fit Quality Assessment `90.5`, Q5 Parameter Extraction `62.5`, Q6 Experiment Success `75.3`, Overall `74.7`.
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Verified to have met prescribed NVIDIA quality standards: | Yes
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Potential Known Risks: | The model may misclassify rare or ambiguous experiment outcomes, may hallucinate details outside the quantum calibration domain, and does not have access to raw numerical traces or experiment metadata beyond what is visible in the input plots.
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Governing Terms: | The
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Additional Information: | For Qwen3.5-35B-A3B [Apache License, Version 2.0](http://www.apache.org/licenses/LICENSE-2.0).
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Performance Metrics: | QCalEval zero-shot scores (averaged): Q1 Technical Description `87.8`, Q2 Experimental Conclusion `67.1`, Q3 Experimental Significance `64.7`, Q4 Fit Quality Assessment `90.5`, Q5 Parameter Extraction `62.5`, Q6 Experiment Success `75.3`, Overall `74.7`.
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Verified to have met prescribed NVIDIA quality standards: | Yes
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Potential Known Risks: | The model may misclassify rare or ambiguous experiment outcomes, may hallucinate details outside the quantum calibration domain, and does not have access to raw numerical traces or experiment metadata beyond what is visible in the input plots.
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Governing Terms: | The Ising-Calibration-1-35B-A3B is governed by the [NVIDIA Open Model License Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/).
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Additional Information: | For Qwen3.5-35B-A3B [Apache License, Version 2.0](http://www.apache.org/licenses/LICENSE-2.0).
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