I suppose they wanted to make the Shiites strong enough to keep the Sunnis from returning to power. Isn’t the current military of Iraq weaker than the military before the invasion?
The US military including US Special Forces have spent the last 7-8 years training the Iraqi military. Draw your own conclusions.