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The nesformer project was inspired by Divyansh Agrawal's qwenputer project, which demonstrated the feasibility of stuffing computational logic into model weights.
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10/30/2026
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UnverifiedIn the demonstration, a locally running Qwen model drafts the action plan.67% similarUnverifiedTraditionally, model weights store language patterns, and inference consists of matrix multiplications and nonlinear transformations; Qwenputer attempts to make the weights carry a deterministic set of instruction-execution logic.67% similarUnverifiedThe author used the Qwen3-1.7B model for both generation and attribution analysis tasks.67% similarUnverifiedQwen (Tongyi Qianwen) is a series of large language models developed by Alibaba DAMO Academy, known for its strong capabilities in code generation and mathematical reasoning.66% similarUnverifiedThe authors proposed a "compute/simulate/learn" framework for dynamically selecting QoT estimation strategies according to scenario complexity.66% similar
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