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Methods and systems for gen- erating and applying agronomic indices from microbiome-derived parameters

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2026 1

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Omega-S: A Functional Resilience Index for LLM Fine-Tuning

cs.LG · 2026-08-04 · conditional · novelty 6.0

Omega-S, a penalty on node-degree variance in the weight matrix, improves code retention during LoRA fine-tuning of Llama-3-8B, while its advertised clustering/topological channel is inert.

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  • Omega-S: A Functional Resilience Index for LLM Fine-Tuning cs.LG · 2026-08-04 · conditional · none · ref 3

    Omega-S, a penalty on node-degree variance in the weight matrix, improves code retention during LoRA fine-tuning of Llama-3-8B, while its advertised clustering/topological channel is inert.