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.
Methods and systems for gen- erating and applying agronomic indices from microbiome-derived parameters
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Omega-S: A Functional Resilience Index for LLM Fine-Tuning
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.