The invention relates to a multi-mode hand function training apparatus. The training apparatus comprises a wearable glove, a soft axis line, and an execution system; the execution system comprises a base support, a palm rest, an elevating mechanism, a locking device, and an execution mechanism; the base support comprises a base plate and a first connection plate; the palm rest is connected with the axial direction of the inner wall of the base plate; a second connection plate is arranged on the execution mechanism, an elevating mechanism is arranged on the outer side of the second connection plate, and the locking device is arranged on the execution mechanism; a WiFi module is arranged on the inner side of the training apparatus, and a motor, a microprocessor, a power supply jack socket, a control plate and a position-limiting mechanism are arranged on the inner side of the execution mechanism. The training apparatus has the advantages that the hand part of a patient is moved by adopting the passive movement method to do the rehabilitation training, the movements of the motor are controlled and executed through the microprocessor, so that the hand part of the patient is moved to do passive movements. The patient can adjust single or multiple finger movement status according to the needs, and the data can be uploaded, so that the nursing staff can give instructional rehabilitation training advices.