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Update llmPredict to current implementation, remove benchmark files
Sync Java code with llm-benchmark branch: add retry design comment, mock-based functional tests (testMockSinglePrompt, testMockBatchPrompts), and minor fixes. Remove benchmark framework (scripts/staging/llm-bench/) which lives in PR #2431.
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scripts/staging/llm-bench/.gitignore

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scripts/staging/llm-bench/README.md

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scripts/staging/llm-bench/__main__.py

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scripts/staging/llm-bench/backends/__init__.py

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scripts/staging/llm-bench/backends/base.py

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scripts/staging/llm-bench/backends/openai_backend.py

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