ViperEkura 288ba20db1 docs: audit non-CUDA documentation ...

- Aligns CLI and strategy metric contracts
- Refreshes architecture, dataflow, preprocessing, distributed, and eval guides
- Corrects links, TOCs, defaults, and repository paths

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developer

docs: audit non-CUDA documentation

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guides

docs: audit non-CUDA documentation

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images

docs: restructure to docs/, add guides and developer docs

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get-started.md

docs: audit non-CUDA documentation

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README-zh-CN.md

docs: audit non-CUDA documentation

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