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README.md
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license: apache-2.0
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pipeline_tag: text-generation
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tags:
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library_name: fastapi
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language:
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# optional, shown on the card
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pretty_name: LiMp Pipeline – Topological Consensus
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short_description: >
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FastAPI microservice + algorithms for phase-coherence consensus, trinary
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- `experiments/`: notebooks for Dual-LLM Resonance, Trinary vs Binary quantization, and Observer Saturation.
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- `paper/`: the formal LaTeX spec.
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Mathematical reference: see `paper/EFL_3^627_Unified.pdf`. <!-- EFL spec -->
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license: mit
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pipeline_tag: text-generation
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tags:
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- ensemble-learning
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- consensus
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- uncertainty-estimation
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- rag
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- fastapi
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- research
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library_name: fastapi
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language:
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- en
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pretty_name: LiMp Pipeline – Topological Consensus
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short_description: >
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FastAPI microservice + algorithms for phase-coherence consensus, trinary
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- `experiments/`: notebooks for Dual-LLM Resonance, Trinary vs Binary quantization, and Observer Saturation.
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- `paper/`: the formal LaTeX spec.
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Mathematical reference: see `paper/EFL_3^627_Unified.pdf`. <!-- EFL spec -->
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