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  | **Minimum vRAM** | 24GB (Custom runtime and Modded firmware) |
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  | **Release Date** | April 20, 2026 |
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  | **License** | MIT
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- | **Paper:** | *A Unified Framework for Calibration, Decoding, and Resource-Aware Processing in Hybrid Quantum-Classical Machine Learning — Tunjay Akbarli (April 2026)*
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  ## Description
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  The QCOPM analyzes quantum computing calibration experiment plots and generates structured technical text across six analysis question categories. `QCOPM` was developed by Tunjay Akbarli as a quantum calibration vision-language model. This model is ready for commercial/non-commercial use. <br>
 
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  | **Minimum vRAM** | 24GB (Custom runtime and Modded firmware) |
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  | **Release Date** | April 20, 2026 |
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  | **License** | MIT
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+ | **Paper(-s):** | *A Unified Framework for Calibration, Decoding, and Resource-Aware Processing in Hybrid Quantum-Classical Machine Learning — Tunjay Akbarli (April 2026)*
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  ## Description
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  The QCOPM analyzes quantum computing calibration experiment plots and generates structured technical text across six analysis question categories. `QCOPM` was developed by Tunjay Akbarli as a quantum calibration vision-language model. This model is ready for commercial/non-commercial use. <br>