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**ACE-V1.1** is a specialized computer vision model fine-tuned for MRI brain tumor detection. This version is a critical update that eliminates "hallucinations" (False Positives) in healthy brain tissue.
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### Hardware & Environment
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* **Training Platform:** MacBook Pro (M1 Pro Chip)
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* **Acceleration:** Apple Silicon Metal Performance Shaders (MPS)
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**ACE-V1.1** is a specialized computer vision model fine-tuned for MRI brain tumor detection. This version is a critical update that eliminates "hallucinations" (False Positives) in healthy brain tissue.
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# Integrity
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**ACE-V1 SHA 256** f4c7937a219e4c176853813109f7dc012770d44ff2686d2759bb857a8dcd0de4
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**ACE-V1.1 SHA 256** 0eed1ebda4a95f71720b26d0f81de960f3e5837ffa4c0c88e2bb26813b355fe2
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Generated 01-13-2026 | 13:00 local time
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### Hardware & Environment
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* **Training Platform:** MacBook Pro (M1 Pro Chip)
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* **Acceleration:** Apple Silicon Metal Performance Shaders (MPS)
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