Ah cool! I think that is what I was looking for. I know initvals takes a dictionary. So to init e.g. 2 chains do I need a list of two dictionaries (one for chain 1 the other for chain 2) or a dictionary with a list (of length 2) for the parameter of interest? Thats what I don’t quite get from the doc. 