readme clean up - #18
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Showcase MagicQuant with real results, reusable recipes, and a stronger README
Explain nonlinear wins with a worked example in the README
…upfront Explain why MagicQuant finds optimizations in the README opening
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Change
Describe the problem and resulting behavior. Note changes to numerical policy, configuration, paths, or persisted formats.
Validation
List relevant tests and any model/hardware checks. State material limitations.