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Dozy
Tiredness Level
Use 'dozy' for mild sleepiness, less strong than 'exhausted'. 
Informal Usage
'Dozy' is informal, suitable for casual conversations, not formal writing. 
Not Fully Asleep
'Dozy' implies being half-asleep or on the verge of sleeping. 