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Ontological Directed Synthesis Network

Ontological Directed Synthesis Network

8x streaming tensor memory optimization for AI models

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ODSN is an open-source PyTorch framework designed to eliminate VRAM/RAM bottlenecks. It compresses incoming context tensors 8x on-the-fly using streaming Int8 quantization and 1D pooling, immediately clearing heavy references to prevent memory leaks.

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