Rather than an abrupt vertical drop at the cliff, I suggest more of a very steep rocky slope ... like the small section near the center of the cliff ... with the snow blending seamlessly (like a Photoshop feather blur or similar effect) at the top and bottom of the slope. Let the subtle shadows indicate the slope.