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Qwen3.5-4B|Gemma4-E2B/E4B uncensored models comparison

Via r/LocalLlama
Saturday, Apr 18, 2026 · 1:54AM
Summary

I had the idea of splitting the cross-entropy difference into two sums (positive and negative; or the PPL into two ratios >1 and <1) while doing PPL evals of uncensored GGUFs. The inspiration came from looking at the area under the PPL ratio convergence plot (2nd graph) and thinking "what if I scatt

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