So the bottom line is:
Your CFI is an idiot for letting you fly in such low weather conditions.
Your judgement is somewhat suspect for flying in them.
You can't do it legally unless you have 3sm vis.
You can always operate under the emergency authority of 91.3, if the sky is falling and you can't go anywhere else.