from .adv_encode import advanced_encode, advanced_encode_XL from nodes import MAX_RESOLUTION class AdvancedCLIPTextEncode: @classmethod def INPUT_TYPES(s): return {"required": { "text": ("STRING", {"multiline": True}), "clip": ("CLIP", ), "token_normalization": (["none", "mean", "length", "length+mean"],), "weight_interpretation": (["comfy", "A1111", "compel", "comfy++" ,"down_weight"],), #"affect_pooled": (["disable", "enable"],), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "conditioning/advanced" def encode(self, clip, text, token_normalization, weight_interpretation, affect_pooled='disable'): embeddings_final, pooled = advanced_encode(clip, text, token_normalization, weight_interpretation, w_max=1.0, apply_to_pooled=affect_pooled=='enable') return ([[embeddings_final, {"pooled_output": pooled}]], ) class AddCLIPSDXLParams: @classmethod def INPUT_TYPES(s): return {"required": { "conditioning": ("CONDITIONING", ), "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}), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "conditioning/advanced" def encode(self, conditioning, width, height, crop_w, crop_h, target_width, target_height): c = [] for t in conditioning: n = [t[0], t[1].copy()] n[1]['width'] = width n[1]['height'] = height n[1]['crop_w'] = crop_w n[1]['crop_h'] = crop_h n[1]['target_width'] = target_width n[1]['target_height'] = target_height c.append(n) return (c,) class AddCLIPSDXLRParams: @classmethod def INPUT_TYPES(s): return {"required": { "conditioning": ("CONDITIONING", ), "width": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "height": ("INT", {"default": 1024.0, "min": 0, "max": MAX_RESOLUTION}), "ascore": ("FLOAT", {"default": 6.0, "min": 0.0, "max": 1000.0, "step": 0.01}), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "conditioning/advanced" def encode(self, conditioning, width, height, ascore): c = [] for t in conditioning: n = [t[0], t[1].copy()] n[1]['width'] = width n[1]['height'] = height n[1]['aesthetic_score'] = ascore c.append(n) return (c,) class AdvancedCLIPTextEncodeSDXL: @classmethod def INPUT_TYPES(s): return {"required": { "text_l": ("STRING", {"multiline": True}), "text_g": ("STRING", {"multiline": True}), "clip": ("CLIP", ), "token_normalization": (["none", "mean", "length", "length+mean"],), "weight_interpretation": (["comfy", "A1111", "compel", "comfy++", "down_weight"],), #"affect_pooled": (["disable", "enable"],), "balance": ("FLOAT", {"default": .5, "min": 0.0, "max": 1.0, "step": 0.01}), }} RETURN_TYPES = ("CONDITIONING",) FUNCTION = "encode" CATEGORY = "conditioning/advanced" def encode(self, clip, text_l, text_g, token_normalization, weight_interpretation, balance, affect_pooled='disable'): embeddings_final, pooled = advanced_encode_XL(clip, text_l, text_g, token_normalization, weight_interpretation, w_max=1.0, clip_balance=balance, apply_to_pooled=affect_pooled == "enable") return ([[embeddings_final, {"pooled_output": pooled}]], ) NODE_CLASS_MAPPINGS = { "BNK_CLIPTextEncodeAdvanced": AdvancedCLIPTextEncode, "BNK_CLIPTextEncodeSDXLAdvanced": AdvancedCLIPTextEncodeSDXL, "BNK_AddCLIPSDXLParams": AddCLIPSDXLParams, "BNK_AddCLIPSDXLRParams": AddCLIPSDXLRParams, } NODE_DISPLAY_NAME_MAPPINGS = { "BNK_CLIPTextEncodeAdvanced" : "CLIP Text Encode (Advanced)", "BNK_CLIPTextEncodeSDXLAdvanced": "CLIP Text Encode SDXL (Advanced)", "BNK_AddCLIPSDXLParams" : "Add CLIP SDXL Params", "BNK_AddCLIPSDXLRParams" : "Add CLIP SDXL Refiner Params", }