Spaces:
Configuration error
Configuration error
File size: 10,703 Bytes
8866644 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 |
import inspect
import json
import os
import folder_paths
import importlib
NODE_CLASS_MAPPINGS = {
}
NODE_DISPLAY_NAME_MAPPINGS = {
}
MAX_RESOLUTION = 16384
AUTHOR_NAME = "MinusZone"
CATEGORY_NAME = f"{AUTHOR_NAME} - Kolors"
folder_paths.add_model_folder_path(
"LLM", os.path.join(folder_paths.models_dir, "LLM"))
class MZ_ChatGLM3Loader:
@classmethod
def INPUT_TYPES(s):
# from .mz_kolors_utils import Utils
# llm_dir = os.path.join(Utils.get_models_path(), "LLM")
# print("llm_dir:", llm_dir)
llm_models = folder_paths.get_filename_list("LLM")
# 筛选safetensors结尾的文件
llm_models = [
model for model in llm_models if model.endswith("safetensors")]
return {"required": {
"chatglm3_checkpoint": (llm_models,),
}}
RETURN_TYPES = ("CHATGLM3MODEL",)
RETURN_NAMES = ("chatglm3_model",)
FUNCTION = "load_chatglm3"
CATEGORY = CATEGORY_NAME
def load_chatglm3(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ChatGLM3Loader_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ChatGLM3Loader"] = MZ_ChatGLM3Loader
NODE_DISPLAY_NAME_MAPPINGS["MZ_ChatGLM3Loader"] = f"{AUTHOR_NAME} - ChatGLM3Loader"
class MZ_ChatGLM3TextEncodeV2:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"chatglm3_model": ("CHATGLM3MODEL", ),
"text": ("STRING", {"multiline": True, "dynamicPrompts": True}),
}
}
RETURN_TYPES = ("CONDITIONING",)
FUNCTION = "encode"
CATEGORY = CATEGORY_NAME
def encode(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ChatGLM3TextEncodeV2_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ChatGLM3_V2"] = MZ_ChatGLM3TextEncodeV2
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_ChatGLM3_V2"] = f"{AUTHOR_NAME} - ChatGLM3TextEncodeV2"
class MZ_ChatGLM3Embeds2Conditioning:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"kolors_embeds": ("KOLORS_EMBEDS", ),
"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", "CONDITIONING",)
RETURN_NAMES = ("positive", "negative",)
FUNCTION = "embeds2conditioning"
CATEGORY = CATEGORY_NAME
def embeds2conditioning(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ChatGLM3Embeds2Conditioning_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ChatGLM3Embeds2Conditioning"] = MZ_ChatGLM3Embeds2Conditioning
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_ChatGLM3Embeds2Conditioning"] = f"{AUTHOR_NAME} - ChatGLM3Embeds2Conditioning"
# for 2048 resolution
class MZ_ChatGLM3TextEncodeAdvanceV2:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"chatglm3_model": ("CHATGLM3MODEL", ),
"text": ("STRING", {"multiline": True, "dynamicPrompts": True}),
"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 = CATEGORY_NAME
def encode(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ChatGLM3TextEncodeV2_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ChatGLM3_Advance_V2"] = MZ_ChatGLM3TextEncodeAdvanceV2
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_ChatGLM3_Advance_V2"] = f"{AUTHOR_NAME} - ChatGLM3TextEncodeAdvanceV2"
class MZ_KolorsCheckpointLoaderSimple():
@classmethod
def INPUT_TYPES(s):
return {"required": {"ckpt_name": (folder_paths.get_filename_list("checkpoints"), ),
}}
RETURN_TYPES = ("MODEL", "VAE")
FUNCTION = "load_checkpoint"
CATEGORY = CATEGORY_NAME
def load_checkpoint(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_KolorsCheckpointLoaderSimple_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_KolorsCheckpointLoaderSimple"] = MZ_KolorsCheckpointLoaderSimple
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_KolorsCheckpointLoaderSimple"] = f"{AUTHOR_NAME} - KolorsCheckpointLoaderSimple"
class MZ_KolorsControlNetLoader:
@classmethod
def INPUT_TYPES(s):
return {"required": {
"control_net_name": (folder_paths.get_filename_list("controlnet"), ),
# "seed": ("INT", {"default": 0, "min": 0, "max": 1000000}),
}}
RETURN_TYPES = ("CONTROL_NET",)
RETURN_NAMES = ("ControlNet",)
FUNCTION = "load_controlnet"
CATEGORY = CATEGORY_NAME
def load_controlnet(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_KolorsControlNetLoader_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_KolorsControlNetLoader"] = MZ_KolorsControlNetLoader
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_KolorsControlNetLoader"] = f"{AUTHOR_NAME} - KolorsControlNetLoader"
class MZ_KolorsUNETLoaderV2():
@classmethod
def INPUT_TYPES(s):
return {"required": {
"unet_name": (folder_paths.get_filename_list("unet"), ),
}}
RETURN_TYPES = ("MODEL",)
RETURN_NAMES = ("model",)
FUNCTION = "load_unet"
CATEGORY = CATEGORY_NAME
def load_unet(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_KolorsUNETLoaderV2_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_KolorsUNETLoaderV2"] = MZ_KolorsUNETLoaderV2
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_KolorsUNETLoaderV2"] = f"{AUTHOR_NAME} - KolorsUNETLoaderV2"
class MZ_KolorsControlNetPatch:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"control_net": ("CONTROL_NET", ),
"model": ("MODEL", ),
}
}
RETURN_TYPES = ("CONTROL_NET",)
FUNCTION = "start"
CATEGORY = CATEGORY_NAME
def start(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_KolorsControlNetPatch_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_KolorsControlNetPatch"] = MZ_KolorsControlNetPatch
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_KolorsControlNetPatch"] = f"{AUTHOR_NAME} - KolorsControlNetPatch"
class MZ_KolorsCLIPVisionLoader:
@classmethod
def INPUT_TYPES(s):
return {"required": {"clip_name": (folder_paths.get_filename_list("clip_vision"), ),
}}
RETURN_TYPES = ("CLIP_VISION",)
FUNCTION = "load_clip"
CATEGORY = CATEGORY_NAME + "/Legacy"
def load_clip(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_KolorsCLIPVisionLoader_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_KolorsCLIPVisionLoader"] = MZ_KolorsCLIPVisionLoader
NODE_DISPLAY_NAME_MAPPINGS["MZ_KolorsCLIPVisionLoader"] = f"{AUTHOR_NAME} - KolorsCLIPVisionLoader - Legacy"
class MZ_ApplySDXLSamplingSettings():
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"model": ("MODEL", ),
}
}
RETURN_TYPES = ("MODEL", )
FUNCTION = "apply_sampling_settings"
CATEGORY = CATEGORY_NAME
def apply_sampling_settings(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ApplySDXLSamplingSettings_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ApplySDXLSamplingSettings"] = MZ_ApplySDXLSamplingSettings
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_ApplySDXLSamplingSettings"] = f"{AUTHOR_NAME} - ApplySDXLSamplingSettings"
class MZ_ApplyCUDAGenerator():
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"model": ("MODEL", ),
}
}
RETURN_TYPES = ("MODEL", )
FUNCTION = "apply_cuda_generator"
CATEGORY = CATEGORY_NAME
def apply_cuda_generator(self, **kwargs):
from . import mz_kolors_core
importlib.reload(mz_kolors_core)
return mz_kolors_core.MZ_ApplyCUDAGenerator_call(kwargs)
NODE_CLASS_MAPPINGS["MZ_ApplyCUDAGenerator"] = MZ_ApplyCUDAGenerator
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_ApplyCUDAGenerator"] = f"{AUTHOR_NAME} - ApplyCUDAGenerator"
from .ComfyUI_IPAdapter_plus.IPAdapterPlus import IPAdapterAdvanced, IPAdapterModelLoader, IPAdapterInsightFaceLoader, IPAdapterFaceID
IPAdapterModelLoader.CATEGORY = CATEGORY_NAME + "/IPAdapter"
NODE_CLASS_MAPPINGS["MZ_IPAdapterModelLoaderKolors"] = IPAdapterModelLoader
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_IPAdapterModelLoaderKolors"] = f"IPAdapterModelLoader(kolors) - Legacy"
IPAdapterAdvanced.CATEGORY = CATEGORY_NAME + "/IPAdapter"
NODE_CLASS_MAPPINGS["MZ_IPAdapterAdvancedKolors"] = IPAdapterAdvanced
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_IPAdapterAdvancedKolors"] = f"IPAdapterAdvanced(kolors) - Legacy"
IPAdapterInsightFaceLoader.CATEGORY = CATEGORY_NAME + "/IPAdapter"
NODE_CLASS_MAPPINGS["MZ_IPAdapterInsightFaceLoader"] = IPAdapterInsightFaceLoader
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_IPAdapterInsightFaceLoader"] = f"IPAdapterInsightFaceLoader(kolors) - Legacy"
IPAdapterFaceID.CATEGORY = CATEGORY_NAME + "/IPAdapter"
NODE_CLASS_MAPPINGS["MZ_IPAdapterFaceID"] = IPAdapterFaceID
NODE_DISPLAY_NAME_MAPPINGS[
"MZ_IPAdapterFaceID"] = f"IPAdapterFaceID(kolors) - Legacy"
from . import mz_kolors_legacy
NODE_CLASS_MAPPINGS.update(mz_kolors_legacy.NODE_CLASS_MAPPINGS)
NODE_DISPLAY_NAME_MAPPINGS.update(mz_kolors_legacy.NODE_DISPLAY_NAME_MAPPINGS)
|