model-freezing

#model-freezing

UPDATE: "Gentle Coding" is mathematically proven. 1,500+ test runs show major gain for Kimi K2.6 and even more for GLM-5.1! GPT 5.4/5.5 and Claude Sonnet 3.5/Opus 4.6 also better, with ZERO REGRESSION ACROSS THE BOARD.

Reddit r/LocalLLaMA ↗ · 2026-05-29

The 'Gentle Coding' technique is empirically validated across 1,500+ tests, showing significant improvements (zero regression) for multiple models including Kimi K2.6, GLM-5.1, GPT 5.4/5.5, and Claude Sonnet 3.5/Opus 4.6 by reducing looping and hallucinations.

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model-freezing

UPDATE: "Gentle Coding" is mathematically proven. 1,500+ test runs show major gain for Kimi K2.6 and even more for GLM-5.1! GPT 5.4/5.5 and Claude Sonnet 3.5/Opus 4.6 also better, with ZERO REGRESSION ACROSS THE BOARD.

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