This report presents a description and tutorial on the IQMT Framework for Machine Translation Evaluation based on `Human Likeness'. IQMT intends to offer a common workbench on which MT evaluation metrics can be robustly utilized and combined for the purpose of MT system development. Current version includes a rich set of metrics operating at different linguistic levels (lexical, shallow syntactic, syntactic, and shallow semantic).