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: Instead of a simple pass/fail, models like G-RaR use a "judge model" (e.g., Gemma-3) to provide a continuous score (1-5), allowing for more efficient training.

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.rar files are frequently used to hide malware. : Instead of a simple pass/fail, models like

: If you are doing coding contests, tools like oj allow you to download system test cases and submit code for judging. 3. Handle Hallucinations : Instead of a simple pass/fail

: Best for complex tasks where there is no single "right" answer, but reasoning quality matters.