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Cut LLM Inference Waste: Structural Fixes for Coherence Collapse & Compute Metering Standards

Hugging Face Forums [Unofficial] April 18, 2026
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First, welcome to your first post on Hugging Face.

Now I am curious about not allowing AI Teacher-Student training. I asked for a summery and I shall share: “By forcing models to maintain continuity in hidden state gradients”

If we are not authoring continuance; why is this useful?

Generational evolution would be eliminated if I am understanding this. I welcome enlightenment.

I’d think modeling evolutionary process has merit.

??

–Ernst

Discussion in the ATmosphere

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