import torch from nodes import MAX_RESOLUTION class CLIPTextEncodeSDXLRefiner: @classmethod def INPUT_TYPES(s): return {"required": { "ascore": ("FLOAT", {"default": 6.0, "min": 0.0, "max": 1000.0, "step": 0.01}), "width": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "height": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "text": ("STRING", {"multiline": True}), "clip": ("CLIP", ), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "advanced/conditioning" def encode(self, clip, ascore, width, height, text): tokens = clip.tokenize(text) cond, pooled = clip.encode_from_tokens(tokens, return_pooled=True) return ([[cond, {"pooled_output": pooled, "aesthetic_score": ascore, "width": width,"height": height}]], ) class CLIPTextEncodeSDXL: @classmethod def INPUT_TYPES(s): return {"required": { "width": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "height": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "crop_w": ("INT", {"default": 0, "min": 0, "max": MAX_RESOLUTION}), "crop_h": ("INT", {"default": 0, "min": 0, "max": MAX_RESOLUTION}), "target_width": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "target_height": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "text_g": ("STRING", {"multiline": True, "default": "CLIP_G"}), "clip": ("CLIP", ), "text_l": ("STRING", {"multiline": True, "default": "CLIP_L"}), "clip": ("CLIP", ), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "advanced/conditioning" def encode(self, clip, width, height, crop_w, crop_h, target_width, target_height, text_g, text_l): tokens = clip.tokenize(text_g) tokens["l"] = clip.tokenize(text_l)["l"] cond, pooled = clip.encode_from_tokens(tokens, return_pooled=True) return ([[cond, {"pooled_output": pooled, "width": width, "height": height, "crop_w": crop_w, "crop_h": crop_h, "target_width": target_width, "target_height": target_height}]], ) NODE_CLASS_MAPPINGS = { "CLIPTextEncodeSDXLRefiner": CLIPTextEncodeSDXLRefiner, "CLIPTextEncodeSDXL": CLIPTextEncodeSDXL, }