The invention relates to a kapok fiber or modal or cotton fiber light-weight and thermal sweater and a manufacture method of the kapok fiber or modal or cotton fiber light-weight and thermal sweater. The kapok fiber or modal or cotton fiber light-weight and thermal sweater and the manufacture method of the kapok fiber or modal or cotton fiber light-weight and thermal sweater are characterized in that fabric weave of the sweater is single-face plain weave. Yarn adopts three 40S and comprises, by weight, 30% of the kapok fiber, 30% of the modal and 40% of the cotton fiber siro spinning yarn twisted yarn. Twist of the yarn is 300 twiddles / meter, and gram weight of the yarn is 260g / m<2>. The manufacture method comprises: at first adopting a siro spinning technique to manufacture the kapok fiber, the modal and cotton fiber siro spinning yarn twisted yarn, and then carrying out weaving process: twisting the yarn, rewinding, weaving slice, covering ports, flat machine, sewing by hands, washing by water, drying, pressing, packaging and entering warehouse. The product is light in weight and thermal, color of the appearance is bright, cloth cover is bright and clean, flexibility and elasticity are good, and a visual effect is remarkable. The intrinsic requirement of being good in a moisture absorption performance and a moisture discharge performance, good in air permeability, bacteriostatic and antifungus, free of fuzziness, free of pilling, and bursting strength meets a criterion.