3jhSrSSKrSSKrSSKrSSKrSSKrSSKrSSKrSSKJ r SSK J r SSK J r SSKrSSKJrJrJr SSKJrJrJrJrJr SSKJr S S KJr S S KJrJ r J!r!J"r"J#r#J$r$ \$RJ"\&5r'\RP"S 5r)"S S\ 5r*"SS5r+Sr,Sr-"SS\+5r.g)z%ConfigMixin base class and utilities.N) OrderedDict)Path)Any) DDUFEntry create_repohf_hub_download)EntryNotFoundErrorHfHubHTTPErrorRepositoryNotFoundErrorRevisionNotFoundErrorvalidate_hf_hub_args)Self) __version__)HUGGINGFACE_CO_RESOLVE_ENDPOINT DummyObject deprecateextract_commit_hashhttp_user_agentloggingzconfig\.(.*)\.jsoncX^\rSrSrU4SjrSrSrSrSrU4Sjr U4Sjr S r U=r $) FrozenDict8c~>[TU]"U0UD6 UR5Hup4[XU5 M SUlg)NT)super__init__itemssetattr_FrozenDict__frozen)selfargskwargskeyvalue __class__s W/home/wildlama/miniconda3/lib/python3.13/site-packages/diffusers/configuration_utils.pyrFrozenDict.__init__9s: $)&)**,JC Du %' cH[SURRS35e)Nz$You cannot use ``__delitem__`` on a instance. Exceptionr%__name__r r!r"s r& __delitem__FrozenDict.__delitem__As#>t~~?V?V>WWabccr(cH[SURRS35e)Nz#You cannot use ``setdefault`` on a r*r+r.s r& setdefaultFrozenDict.setdefaultDs#=dnn>U>U=VV`abbr(cH[SURRS35e)NzYou cannot use ``pop`` on a r*r+r.s r&popFrozenDict.popGs"6t~~7N7N6OzZ[[r(cH[SURRS35e)NzYou cannot use ``update`` on a r*r+r.s r&updateFrozenDict.updateJs#9$..:Q:Q9RR\]^^r(c>[US5(a4UR(a#[SURRS35e[ TU]X5 gN__frozenz$You cannot use ``__setattr__`` on a r*)hasattrrr,r%r-r __setattr__r namer$r%s r&r>FrozenDict.__setattr__MD 4 $ $B4>>CZCZB[[efg g D(r(c>[US5(a4UR(a#[SURRS35e[ TU]X5 gr;)r=rr,r%r-r __setitem__r?s r&rDFrozenDict.__setitem__RrBr()r<) r- __module__ __qualname____firstlineno__rr/r2r5r8r>rD__static_attributes__ __classcell__r%s@r&rr8s/dc\_) ))r(rc 8\rSrSrSrSr/rSr/rSr \ SSj5r Sr S\ S\4S jrSS \ \R"-S \4S jjr\ S S \\\ \4-S\\\\\ \44-4Sjj5r\ S5r\ \S!S\ \R"-S\\\ \4\\ \444Sjj55r\S5r\ S5r\ S"S\ \R"-S\\ \4S-4Sjj5r Sr!\"S\\ \44Sj5r#S\ 4Sjr$S\ \R"-4Sjr%\ S\ S\\ \44Sj5r&Sr'g)# ConfigMixinXa Base class for all configuration classes. All configuration parameters are stored under `self.config`. Also provides the [`~ConfigMixin.from_config`] and [`~ConfigMixin.save_config`] methods for loading, downloading, and saving classes that inherit from [`ConfigMixin`]. Class attributes: - **config_name** (`str`) -- A filename under which the config should stored when calling [`~ConfigMixin.save_config`] (should be overridden by parent class). - **ignore_for_config** (`list[str]`) -- A list of attributes that should not be saved in the config (should be overridden by subclass). - **has_compatibles** (`bool`) -- Whether the class has compatible classes (should be overridden by subclass). - **_deprecated_kwargs** (`list[str]`) -- Keyword arguments that are deprecated. Note that the `init` function should only have a `kwargs` argument if at least one argument is deprecated (should be overridden by subclass). NFc:US:wa[SUS35eXlg)a Register this class with the given auto class so that it can be loaded with `AutoModel.from_pretrained(..., trust_remote_code=True)`. When the config is saved, the resulting `config.json` will include an `auto_map` entry mapping the auto class to this class's module and class name. Args: auto_class (`str` or type, *optional*, defaults to `"AutoModel"`): The auto class to register this class with. Can be a string (e.g. `"AutoModel"`) or the class itself. Currently only `"AutoModel"` is supported. Example: ```python from diffusers import ModelMixin, ConfigMixin class MyCustomModel(ModelMixin, ConfigMixin): ... MyCustomModel.register_for_auto_class("AutoModel") ``` AutoModelz$Only 'AutoModel' is supported, got ''.N) ValueError _auto_class)cls auto_classs r&register_for_auto_class#ConfigMixin.register_for_auto_classps&4  $CJ>. ) ) ?>2BBe!fg g NT2 WW\\.:J:JK ,- -.@-ABC #ZZ(8$?NjjD1G ;6IJJw-EjjN,@,@,Mb,QRG!'D'W__G ;5I   -##   r(configc hSU;aURS5nUc [S5e[U[5(d[SnSUR;a USUS3- nOSUR;a USUS US 3- n[ S S US S9 UR "SUSS.UD6upUR"U40UD6upVnSU;aURS5US'URHnX;dM URU5XX'M U"S0UD6n SU;aURUS'U R"S0UD6 0UEUEnU(aX4$U $)aB Instantiate a Python class from a config dictionary. Parameters: config (`dict[str, Any]`): A config dictionary from which the Python class is instantiated. Make sure to only load configuration files of compatible classes. return_unused_kwargs (`bool`, *optional*, defaults to `False`): Whether kwargs that are not consumed by the Python class should be returned or not. kwargs (remaining dictionary of keyword arguments, *optional*): Can be used to update the configuration object (after it is loaded) and initiate the Python class. `**kwargs` are passed directly to the underlying scheduler/model's `__init__` method and eventually overwrite the same named arguments in `config`. Returns: [`ModelMixin`] or [`SchedulerMixin`]: A model or scheduler object instantiated from a config dictionary. Examples: ```python >>> from diffusers import DDPMScheduler, DDIMScheduler, PNDMScheduler >>> # Download scheduler from huggingface.co and cache. >>> scheduler = DDPMScheduler.from_pretrained("google/ddpm-cifar10-32") >>> # Instantiate DDIM scheduler class with same config as DDPM >>> scheduler = DDIMScheduler.from_config(scheduler.config) >>> # Instantiate PNDM scheduler class with same config as DDPM >>> scheduler = PNDMScheduler.from_config(scheduler.config) ``` pretrained_model_name_or_pathzFPlease make sure to provide a config as the first positional argument.zJIt is deprecated to pass a pretrained model name or path to `from_config`. Schedulerz3If you were trying to load a scheduler, please use z.from_pretrained(...) instead. Otherwise, please make sure to pass a configuration dictionary instead. This functionality will be removed in v1.0.0.Modelz/If you were trying to load a model, please use z.load_config(...) followed by z.from_config(...) instead. Otherwise, please make sure to pass a configuration dictionary instead. This functionality will be removed in v1.0.0.zconfig-passed-as-pathreFrfT)rreturn_unused_kwargsdtype _class_name) r5rR isinstancer\r-r load_configextract_init_dict_deprecated_kwargsra) rTrrr"rn init_dict unused_kwargs hidden_dictdeprecated_kwargmodels r& from_configConfigMixin.from_configsN +f 4ZZ ?@F >ef f&$''"n cll*#I#O--# CLL(#EcUKuNN# -w8K[` a __w6hlwpvwNF030E0Ef0WPV0W- + m #!.!2!27!;Ig !$ 6 6 0.;.?.?@P.Q +!7  i  K '),K &   /;/9=8K8 ) )Lr(cJSUS3n[SSUSS9 UR"U0UD6$)Nz8 The function get_config_dict is deprecated. Please use zE.load_config instead. This function will be removed in version v1.0.0get_config_dictreFrf)rr)rTr!r"rns r&rConfigMixin.get_config_dict:sCGseL) )  #W.AQVW///r(rc URSS5nURSS5nURSS5nURSS5nURSS5n URS S5n URS S5n URS S5n URS S5n URS S5nURS05nURSS5n0UESS0En[U5n[U5nURc [ S5eU(a"Ub [ S5eUR UU5nGOw[ RRU5(aUnGOO[ RRU5(Ga Ubw[ RR[ RRXUR55(a+[ RRXUR5nO[ RR[ RRXR55(a*[ RRXR5nO;[SURSUS35e[UURUUU U U UUU UUS9 nUR%UUS&9n['U5nU(d U(dU$U4nU(aUU4- nU(aUU4- nU$![a [US35e[a [U SUS35e[a [USURS35e[ an[SUSU35eSnAf[a$ [S["SUS URS!35e[a [S"US#US$URS%35ef=f![(R*[,4a [S'US(35ef=f))ag Load a model or scheduler configuration. Parameters: pretrained_model_name_or_path (`str` or `os.PathLike`, *optional*): Can be either: - A string, the *model id* (for example `google/ddpm-celebahq-256`) of a pretrained model hosted on the Hub. - A path to a *directory* (for example `./my_model_directory`) containing model weights saved with [`~ConfigMixin.save_config`]. cache_dir (`str | os.PathLike`, *optional*): Path to a directory where a downloaded pretrained model configuration is cached if the standard cache is not used. force_download (`bool`, *optional*, defaults to `False`): Whether or not to force the (re-)download of the model weights and configuration files, overriding the cached versions if they exist. proxies (`dict[str, str]`, *optional*): A dictionary of proxy servers to use by protocol or endpoint, for example, `{'http': 'foo.bar:3128', 'http://hostname': 'foo.bar:4012'}`. The proxies are used on each request. output_loading_info(`bool`, *optional*, defaults to `False`): Whether or not to also return a dictionary containing missing keys, unexpected keys and error messages. local_files_only (`bool`, *optional*, defaults to `False`): Whether to only load local model weights and configuration files or not. If set to `True`, the model won't be downloaded from the Hub. token (`str` or *bool*, *optional*): The token to use as HTTP bearer authorization for remote files. If `True`, the token generated from `diffusers-cli login` (stored in `~/.huggingface`) is used. revision (`str`, *optional*, defaults to `"main"`): The specific model version to use. It can be a branch name, a tag name, a commit id, or any identifier allowed by Git. subfolder (`str`, *optional*, defaults to `""`): The subfolder location of a model file within a larger model repository on the Hub or locally. return_unused_kwargs (`bool`, *optional*, defaults to `False): Whether unused keyword arguments of the config are returned. return_commit_hash (`bool`, *optional*, defaults to `False): Whether the `commit_hash` of the loaded configuration are returned. Returns: `dict`: A dictionary of all the parameters stored in a JSON configuration file. cache_dirN local_dirlocal_dir_use_symlinksautoforce_downloadFproxiesrxlocal_files_onlyrevisionmirrorr{ user_agent dduf_entries file_typerz`self.config_name` is not defined. Note that one should not load a config from `ConfigMixin`. Please make sure to define `config_name` in a class inheriting from `ConfigMixin`zDDUF file only allow for 1 level of directory (e.g transformer/model1/model.safetentors is not allowed). Please check the DDUF structurezError no file named z found in directory .) filenamerrrrrxrr{rrrz is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models' If this is a private repository, make sure to pass a token having permission to this repo with `token` or log in with `hf auth login`.z is not a valid git identifier (branch name, tag name or commit id) that exists for this model name. Check the model page at 'https://huggingface.co/z' for available revisions.z& does not appear to have a file named z:There was a specific connection error when trying to load z: zWe couldn't connect to 'zM' to load this model, couldn't find it in the cached files and it looks like z- is not the path to a directory containing a z file. Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/diffusers/installation#offline-mode'.zCan't load config for 'z'. 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"s  $ 6889VXdeK WW^^9 : :7K WW]]8 9 9$ :sW**!ggll+HUXUdUde  -JOO \]] ggll+H//Z &*3??*;;OPmOnnop3 -1 __'#1#%5)'%'+A  d r22;\2ZK-k:K%(: .  y G   ~ %Gm+ &456ii ) &j!00M/NNhj & &455[\_\k\k[llmn" &56c#@ &./N.OP>>[=\]//2.?@ZZ$ &-.K-LM--J,KL$$'OO#4E; $$&89 r"%G }To#pq q rs&K:0O:AOM**AO*O0c[[[R"UR5R 5R 55$N)setr\inspect signaturer parameterskeys) input_classs r&_get_init_keysConfigMixin._get_init_keyss24))+*>*>?JJKPPRSSr(c URS/5nUR5VVs0sHupEXC;dM US:wdMXE_M nnn[UR55nURU5nUR S5 SU;aUR S5 [ US5(a$UR HnUR U5 M [UR5S:aU[UR5- n[R"[RS5S5n UR(a8UR5V s/sHn [!U ["5(aMU PM n n O/n [5n U H%n URU 5n U R%U 5n M' XRU5- n UR5VVs0sHupEXL;dM XE_M nnnUR'SUR5n[!U[(5(akXR:wa\[ X5(aL[+X5nURU5U- nUR5VVs0sHupEUU;dM XE_M nnnO;[!U[(5(d&[!U[,[.45(d [1S5eUR5VVs0sHupEUR3S 5(aMXE_M! nnnUR5VVs0sHupEUS :wdM XE_M nnn0nUH[nUU;aUU;aUR'U5UU'UU;aUR'U5UU'M?UU;dMGUR'U5UU'M] [U5S:a3[4R7S US URS UR8S35 [UR;55n[UU- 5S:a=UU- S35 0UEUEnUR5VVs0sHupEUU;dM XE_M nnnUUU4$s snnfs sn fs snnfs snnfs snnfs snnfs snnf)N_use_default_valuesr r"_flax_internal_argsrrrz\Make sure that the `_class_name` is of type string or list of string (for custom pipelines).rquantization_configzThe config attributes z were passed to z?, but are not expected and will be ignored. 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To ignore a specific argument accepted by the init but that shouldn't be registered in the config, use the `ignore_for_config` class variable Warning: Once decorated, all private arguments (beginning with an underscore) are trashed and not sent to the init! c >UR5VVs0sHup4URS5(aMX4_M! nnnUR5VVs0sHup4URS5(dMX4_M! nnn[U[5(d#[ SUR R S35e[US/5n0n[R"T5n [U RR55V V V s0sH#un upU S:dMX;dMXR_M% n n n n [XR55H upXU 'M URU R5VVs0sH$up?X7;dM X8;dMX5R!X?5_M& snn5 [#[%UR55[%U5- 5S:a1['[%UR55[%U5- 5US'0UEUEn[US5"S0UD6 T"U/UQ70UD6 gs snnfs snnfs sn n n fs snnf) Nr&`@register_for_config` was applied to A init method, but this class does not inherit from `ConfigMixin`.rrrrar)rrrrM RuntimeErrorr%r-rrr enumeraterdefaultziprr8rrrr)r r!r"rr init_kwargsconfig_init_kwargsignore new_kwargsrir@prrr/inits r& inner_init®ister_to_config..inner_inits)/ Pall3>Otqt P/5||~S~tqcARdad~S$ ,,89P9P8QR22  2B7 %%d+ 09):N:N:T:T:V0W 0W 9D[\_`[`OeiewOD))O0W  T??#45IC"t 6 #-"2"2"4 "4JA?/'(':/??1.."4   s:??$%K(88 9A =04S9J5KcR]N^5^0_J, -9*9j9 *+9j9 T(D(K(CQS  s:H+H+H11H1>H7H7H70 H> ?H> H> ) functoolswraps)r7r8s` r&raras)__T#)#)J r(cj^URm[R"T5U4Sj5nXlU$)NcZ>[U[5(d#[SURRS35e[ UR 55n[R"U5n0nUHwnURUR;aM[UR5[R:XaSXVR'MV[XR5XVR'My 0UEUEnSU;aURS5 [!U5HupXHRn XU 'M [#[%UR'55[%U5- 5S:a1[)[%UR'55[%U5- 5US'[US5"S0UD6 T "U/UQ70UD6 g)Nr+r,rrrrar)rrMr-r%r-r\r dataclassesfieldsr@rrjr/ _MISSING_TYPErr5r.rrrr) r r!r"r1r?default_kwargsfieldr4r5rr@ original_inits r&r7%flax_register_to_config..initsu$ ,,89P9P8QR22  6<<>* ##D)EzzT555EMM"k&?&??-1zz*-4T::-Fzz*76+6 j NN7 # oFA9>>D"t & s:??$%K(88 9A =04S9J5KcR]N^5^0_J, -*+9j9d,T,V,r()rr:r;)rTr7rCs @r&flax_register_to_configrEs4LLM__]#&-$&-PL Jr(cR^\rSrSrSr\SS\\\\ 4-4U4Sjjj5r Sr U=r $)LegacyConfigMixiniz A subclass of `ConfigMixin` to resolve class mapping from legacy classes (like `Transformer2DModel`) to more pipeline-specific classes (like `DiTTransformer2DModel`). rc x>SSKJn U"X5nXPLa[[U]"X40UD6$UR"X40UD6$)Nr)_fetch_remapped_cls_from_config)models.model_loading_utilsrIrrGr)rTrrr"rIremapped_classr%s r&rLegacyConfigMixin.from_configsJ P9E  *NGohno o!--fUfU Ur(rr") r-rFrGrHr#r$rr\rrrrIrJrKs@r&rGrGs3  Vd38n!< V Vr(rG)/r#r>r:rrrr|re collectionsrpathlibrtypingrnumpyrhuggingface_hubrrrhuggingface_hub.utilsr r r r r typing_extensionsrrrutilsrrrrrr get_loggerr-r]compile_re_configuration_filerrMrarErGrr(r&rYs , #CC#   H %$9:))@W W t/d-`V Vr(