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  1. PLDR-LLM-Self-Organized-Criticality PLDR-LLM-Self-Organized-Criticality Public

    Code used in paper titled "PLDR-LLMs Reason at Self-Organized Criticality"

    Python 1

  2. PLDR-LLM-with-KVG-cache PLDR-LLM-with-KVG-cache Public

    Implementation of PLDR-LLM with KV-cache and G-cache in Pytorch for the paper titled "PLDR-LLMs Learn A Generalizable Tensor Operator That Can Replace Its Own Deep Neural Net At Inference"

    Python

  3. LLM-from-Power-Law-Decoder-Representations LLM-from-Power-Law-Decoder-Representations Public

    Implementation of PLDR-LLM: Large Language Model from Power Law Decoder Representations

    Python 2

  4. Power-Law-Graph-Transformer Power-Law-Graph-Transformer Public

    Implementation of Power Law Graph Transformer for Machine Translation and Representation Learning.

    Python 2

  5. HypothesisForge HypothesisForge Public

    Multi-agent LLM system that proposes research hypotheses, runs real small-scale ML training experiments, and drafts paper-style reports, with a human-in-the-loop approval gate, persistent project m…

    Python

  6. DRCHealer DRCHealer Public

    Autonomous agentic system for chip physical verification. Turns a natural language design rule spec into an executable KLayout DRC script, runs it against a GDSII layout, and self-corrects violatio…

    Jupyter Notebook