Keep nose to grindstone is the present tense of kept nose to grindstone.
The third-person singular simple present indicative form of keep nose to grindstone is keeps nose to grindstone.
The present participle of keep nose to grindstone is keeping nose to grindstone.
The past participle of keep nose to grindstone is kept nose to grindstone.