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Gabriel Jacob Bartow Shaw

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11:19
2026-06-14
discuss.huggingface.co
large-language-models

LayerBrake — Full Transparency Release ⚡ I’ve been working on making LLMs more efficient. Here’s the honest update: Original Results (with optimized prompt): 61% fewer tokens ~2.6x faster 75-85% less…

Developer Gabriel Jacob Bartow Shaw released LayerBrake, a hybrid optimization technique for LLMs that combines prompt engineering with early layer exit, achieving up to 61% fewer tokens, 2.6x faster …

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