The mechanism is driven by a complete set of eccentric mechanisms or crankshaft connecting rod mechanisms, enabling higher speed. The needle slot plate is fixed, ensuring tight fabric, and an unloading device for holding the settling plate bed is added. When replacing the tongue needle, the settling plate bed can be swung away from the working area for easy operation.