I don't think you can get 1k tokens/sec on a single stream using any consumer grade GPUs with a 20b model. Maybe you could with H100 or better, but I somewhat doubt that.

My 2x 3090 setup will get me ~6-10 streams of ~20-40 tokens/sec (generation) ~700-1000 tokens/sec (input) with a 32b dense model.