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Ease up on
Gradual Change
Use 'ease up on' when suggesting to slowly reduce something rather than stopping suddenly. 
Conversational Context
'Ease up on' is often used in informal, conversational settings between familiar individuals. 
Emotional Tone
The phrase can imply concern or care, not just a command to do less of something. 