+ LjjRt^RIt^RIt^RIt^RIt^RIt^RIt^RIt^RIH t ^RI H t ^RI H t ^RIt^RIHtHtHt^RIHtHtHtHtHt^RIHt^RIHt^R IHtH t H!t!H"t"H#t#H$t$]$PJ!]&4t']PP!R 4t)!R R ] 4t*!R R4t+Rt,Rt-!RR]+4t.R#)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\.(.*)\.jsoncbaa]tRt^8toV3RltRtRtRtRtV3Rlt V3Rlt Rt Vt V;t #) FrozenDictc<\SV`!V/VBVP4Fwr4\WV4K RVnR#)TN)super__init__itemssetattr_FrozenDict__frozen)selfargskwargskeyvalue __class__s&*, I/app/.local/lib/python3.14/site-packages/diffusers/configuration_utils.pyrFrozenDict.__init__9s: $)&)**,JC Du %' cH\RVPP R24h)z$You cannot use ``__delitem__`` on a instance. Exceptionr"__name__rrrs&*,r# __delitem__FrozenDict.__delitem__As#>t~~?V?V>WWabccr%cH\RVPP R24h)z#You cannot use ``setdefault`` on a r'r(r+s&*,r# setdefaultFrozenDict.setdefaultDs#=dnn>U>U=VV`abbr%cH\RVPP R24h)zYou cannot use ``pop`` on a r'r(r+s&*,r#popFrozenDict.popGs"6t~~7N7N6OzZ[[r%cH\RVPP R24h)zYou cannot use ``update`` on a r'r(r+s&*,r#updateFrozenDict.updateJs#9$..:Q:Q9RR\]^^r%c<\VR4'd6VP'd$\RVPP R24h\ SV`W4R#__frozenz$You cannot use ``__setattr__`` on a r'N)hasattrrr)r"r*r __setattr__rnamer!r"s&&&r#r;FrozenDict.__setattr__MF 4 $ $B4>>CZCZB[[efg g D(r%c<\VR4'd6VP'd$\RVPP R24h\ SV`W4R#r8)r:rr)r"r*r __setitem__r<s&&&r#rAFrozenDict.__setitem__Rr?r%)r9)r* __module__ __qualname____firstlineno__rr,r/r2r5r;rA__static_attributes____classdictcell__ __classcell__r" __classdict__s@@r#rr8s1dc\_) ))r%rcva]tRt^XtoRtRt.tRt.tRt ] RRl4t Rt V3RlRlt RV3RlR llt] RV3R lR ll4t] R 4t] ]R V3R lRll44t]R4t] R4t] R!V3RlRll4tRt]V3RlRl4tV3RlRltV3RlRlt] V3RlRl4tRtVtR#)" ConfigMixina 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 >VR8wd\RV R24hWnR#)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%c <V^8dQhRS[S[S[S[3,,RS[S[S[S[S[S[3,3,,/#)rbconfigrc)rrZrdrr tuple)rerJs"r#rfrgsEYY$sCx.0Y dDcN*+ +Yr%c RV9dVPR4pVf \R4h\V\4'gjRpRVP9dVRV R2, pM!RVP9dVRV R V R 2, p\ R R VR R7VP !RRVRR/VBwrVP!V3/VBwrVpRV9dVPR4VR&VPFpW9gK VPV4WX&K V!R/VBp RV9dVPVR&V P!R/VB/VCVCpV'dW3#V #)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-pathriFrjreturn_unused_kwargsTdtype _class_name) r2rP isinstancerZr*r load_configextract_init_dict_deprecated_kwargsr_) rRrrrrr 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 __w6whlwpvwNF030E0Ef0WPV0W- + m #!.!2!27!;Ig !$ 6 6 0.;.?.?@P.Q +!7  i  K '),K &   /;/9=8K8 ) )Lr%cPRV R2p\RRVRR7VP!V/VB#)z8 The function get_config_dict is deprecated. Please use zE.load_config instead. This function will be removed in version v1.0.0get_config_dictriFrj)rr)rRrrrrs&*, r#rConfigMixin.get_config_dict:sCGseL) )  #W.AQVW///r%c<V^8dQhRS[S[P,RS[S[S[S[3,S[S[S[3,3,/#)rbrrc)rdrxryrrZr)rerJs"r#rfrgEsFgg'*R[['8g tCH~tCH~- . gr%c (VPRR4pVPRR4pVPRR4pVPRR4pVPRR4p VPR R4p VPR R4p VPR R4p VPR R4p VPR R4pVPR/4pVPRR4p/VCRR/Cp\V4p\V4pVPf \ R4hV'd$Ve \ R4hVP VV4pEM\ PPV4'dTpEMV\ PPV4'EdVey\ PP\ PPWVP44'd,\ PPWVP4pM\ PP\ PPWP44'd+\ PPWP4pM>\RVP RV R24h\VVPVVV V V VVV VVR7 pVP%VVR&7p\'V4pT'g T'gT#T3pT'd TT3, pT'd TT3, pT# \d\T R24h\d\T RT R24h\d\T RTP R24h\ dp\RT RT 24hRp?i\d%\R\" RT R TP R!24h\d!\R"T R#T R$TP R%24hi;i \(P*\,3d\R'T R(24hi;i))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_downloadFproxiesrlocal_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 .) filenamerrrrrrrrrrz 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 rsB!L;O&!O#6O#$O#6O#7N O#,O#!O#&+Pc\\\P!VP4P 4P 44#N)setrZinspect signaturer parameterskeys) input_classs&r#_get_init_keysConfigMixin._get_init_keyss24))+*>*>?JJKPPRSSr%c 4 VPR.4pVP4UUu/uFwrEWC9gK VR8wgKWEbK ppp\VP44pVPV4pVP R4RV9dVP R4\ VR4'd%VP FpVP V4K \VP4^8dV\VP4, p\P!\PR4^,4p VP'd9VP4U u.uFp \!V \"4'dKV NK p p M.p \4p V F%p VPV 4p V P%V 4p K' WPV4, p VP4UUu/uFwrEWL9gK WEbK pppVP'RVP4p\!V\(4'drWP8wdb\ W4'dQ\+W4pVPV4V, pVP4UUu/uFwrEVV9gKWEbK pppM=\!V\(4'g(\!V\,\.34'g \1R4hVP4UUu/uF wrEVP3R4'dKWEbK" pppVP4UUu/uFwrEVR8wgKWEbK ppp/pVF_pVV9dVV9dVP'V4VV&VV9dVP'V4VV&KBVV9gKKVP'V4VV&Ka \V4^8d4\4P7R V R VP R VP8 R 24\VP;44p\VV, 4^8d \4P=VV, R 24/VCVCpVP4UUu/uFwrEVV9gKWEbK pppVVV3#uuppiuup iuuppiuuppiuuppiuuppiuuppi)_use_default_valuesrr_flax_internal_argsrrz\Make sure that the `_class_name` is of type string or list of string (for custom pipelines).rquantization_configzThe config attributes z were passed to z?, but are not expected and will be ignored. 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Returns: `str`: String containing all the attributes that make up the configuration instance in JSON format. rWr_diffusers_versionc<\V\P4'dVP4pV#\V\4'dVP 4pV#\ VR4'd.\VP4'dVP4pV#\V\4'dVUu.uF pS!V4NK ppV#uupi)to_dict) rnpndarraytolistras_posixr:callablerr)r!rto_json_saveables& r#r4ConfigMixin.to_json_string..to_json_saveablews%,, L E4((( L  **x /F/F LE4((6;.inner_inits)/ Pall3>Otqt P/5||~S~tqcARdad~S$ ,,89P9P8QR22  2B7 %%d+ 09):N:N:T:T:V0W 0W 9D[\_`[`OeiewOD))O0W  T??#45IC"t 6 #-"2"2"4 "4JA?/'(':/??1.."4   s:??$%K(88 9A =04S9J5KcR]N^5^0_J, -9*9j9 *+9j9 T(D(K(CQS  s:H8H8H>1H>?III2 I I I ) functoolswraps)rBrCsf r#r_r_s)__T#)#)J r%cjaVPo\P!S4V3Rl4pWnV#)c~<\V\4'g$\RVPP R24h\ VP 44p\P!V4p/pVFypVPVP9dK \VP4\P8XdRWVP&KX\WP4WVP&K{ /VCVCpRV9dVPR4\!V4FwrWH,Pp WV &K \#\%VP'44\%V4, 4^8d6\)\%VP'44\%V4, 4VR&\VR4!R/VBS !V.VO5/VBR#)r6r7Nrrr_r)rrLr8r"r*rZr dataclassesfieldsr=rrnr: _MISSING_TYPErr2r9rrrr) rrrr<rJdefault_kwargsfieldr?r@rr= original_inits &*, r#rB%flax_register_to_config..initsu$ ,,89P9P8QR22  6<<>* ##D)EzzT555EMM"k&?&??-1zz*-4T::-Fzz*76+6 j NN7 # oFA9>>D"t & s:??$%K(88 9A =04S9J5KcR]N^5^0_J, -*+9j9d,T,V,r%)rrErF)rRrBrNs& @r#flax_register_to_configrPs4LLM__]#&-$&-PL Jr%cPaa]tRtRtoRt]RV3RlV3Rlll4tRtVtV;t #)LegacyConfigMixiniz A subclass of `ConfigMixin` to resolve class mapping from legacy classes (like `Transformer2DModel`) to more pipeline-specific classes (like `DiTTransformer2DModel`). cF<V^8dQhRS[S[S[S[3,,/#)rbr)rrZrdr)rerJs"r#rfLegacyConfigMixin.__annotate__s$ V Vd38n!< Vr%c z<^RIHpV!W4pWPJd\\V`!W3/VB#VP!W3/VB#))_fetch_remapped_cls_from_config)models.model_loading_utilsrWrrRr)rRrrrrWremapped_classr"s&&&, r#rLegacyConfigMixin.from_configsJ P9E  *NGohno o!--fUfU Ur%rr/) r*rCrDrEr0r1rrFrGrHrIs@@r#rRrRs,  V V V Vr%rR)/r0rIrErrrrxre collectionsrpathlibrtypingrnumpyrhuggingface_hubrrrhuggingface_hub.utilsrr r r r typing_extensionsr r,rutilsrrrrrr get_loggerr*r[compile_re_configuration_filerrLr_rPrRrr%r#rgs , #CC#   H %$9:))@W W t/d-`V Vr%