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Creepybits / software-defined-stochastic-inference-engine

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Architectural blueprint and research specification for the Software-Defined Stochastic Inference Engine (SDSIE)—an adaptive runtime framework for low-energy AI inference on consumer hardware.

deep-learning cuda pytorch triton nvml gpu-acceleration energy-efficiency datacenter shannon-entropy schmitt-trigger green-ai blackwell sustainable-computing llm llama-cpp vllm llm-inference speculative-decoding sglang rtx-5090
  • Updated Sep 2, 2026
  • Python

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