Applying Hazard and Entropy Analysis to LLMs
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Applying Hazard and Entropy Analysis to LLMs
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Here's an example of a model that behaves perfectly well up to 8k, smoothly increasing its entropy before going into a struggle zone, collapsing, seeing a region of recovery and finally falling down hard at the 16k wall.
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Here's an example of a model that behaves perfectly well up to 8k, smoothly increasing its entropy before going into a struggle zone, collapsing, seeing a region of recovery and finally falling down hard at the 16k wall.
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Is your model implementation behaving badly like this?
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Is your model implementation behaving badly like this?
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Would you know if it was? 👀
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Would you know if it was? 👀
Applying Hazard and Entropy Analysis to LLMs

Here's an example of a model that behaves perfectly well up to 8k, smoothly increasing its entropy before going into a struggle zone, collapsing, seeing a region of recovery and finally falling down hard at the 16k wall.

Is your model implementation behaving badly like this?

Would you know if it was? 👀
👀
YatharthS John6666 ddh0 Ha1cy0ns