Functions — github.com/KohakuBlueleaf/LyCORIS

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Functions372 in github.com/KohakuBlueleaf/LyCORIS

⨍ Functions 372◇ Types & classes 50 ↳ Endpoints 5

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/ia3.py:126

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/boft.py:241

↓ 1 callersMethodbypass_forward

(self, x, scale=1, rank=None)

lycoris/modules/dylora.py:140

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/lokr.py:540

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/loha.py:298

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/locon.py:306

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/diag_oft.py:203

↓ 1 callersMethodbypass_forward

(self, x, scale=1)

lycoris/modules/glora.py:243

↓ 1 callersMethodbypass_forward_diff

(self, x, scale=1, rank=None)

lycoris/modules/dylora.py:130

↓ 1 callersMethodbypass_forward_diff

(self, h, scale=1)

lycoris/modules/lokr.py:468

↓ 1 callersMethodbypass_forward_diff

(self, x, scale=1)

lycoris/modules/loha.py:294

↓ 1 callersMethodbypass_forward_diff

(self, x, scale=1)

lycoris/modules/locon.py:286

↓ 1 callersMethodbypass_forward_diff

Compute LoRA contribution in bypass mode.

lycoris/modules/tlora.py:484

↓ 1 callersMethodconvert_from_webui

( self, state, network_type="lora", auto_scale_alpha=False, sdxl=False )

tools/batch_hcp_convert.py:49

↓ 1 callersMethodconvert_from_webui_xl_unet_

( self, state, network_type, prefix, com_name, com_name_tmp )

tools/batch_hcp_convert.py:217

↓ 1 callersMethodconvert_to_webui_xl_

(self, state, network_type, prefix)

tools/batch_hcp_convert.py:158

↓ 1 callersFunctioncreate_network

( multiplier, network_dim, network_alpha, vae, text_encoder, unet, warn_on_unmatched=True, **kwargs )

lycoris/kohya.py:30

↓ 1 callersFunctioncreate_network_from_weights

( multiplier, file, vae, text_encoder, unet, weights_sd=None, for_inference=False,

lycoris/kohya.py:151

↓ 1 callersMethodcustom_state_dict

(self)

lycoris/modules/base.py:38

↓ 1 callersFunctiondescribe_stack

(summary: StackSummary)

example/stacked_wrapper_demo.py:102

↓ 1 callersFunctiondiff_weight

### diff_weight Get ΔW = BA, where BA is low rank decomposition Args: wegihts (tuple[torch.Tensor]): (w1d, w2d, w1u, w2u[, t1, t2])

lycoris/functional/loha.py:119

↓ 1 callersFunctionextract_linear

( weight: Union[torch.Tensor, nn.Parameter], mode="fixed", mode_param=0, device="cpu", )

lycoris/utils/__init__.py:109

↓ 1 callersMethodextract_state_dict

(cls, state_dict, lora_name)

lycoris/modules/base.py:269

↓ 1 callersMethodfind_conf_for_name

( self, name: str, )

lycoris/wrapper.py:546

↓ 1 callersMethodfind_conf_for_name

( self, name: str, )

lycoris/kohya.py:631

↓ 1 callersMethodfrom_dict

( cls, data: Mapping[str, Any], *, strict: bool = False )

lycoris/config_sdk.py:241

↓ 1 callersMethodfrom_mapping

(cls, mapping: Mapping[str, Any])

lycoris/config_sdk.py:191

↓ 1 callersFunctiongather_files_from_list

Gather files from given paths based on specific extensions. Args: paths (List[str]): A list of paths which can be files or directories.

tools/batch_hcp_convert.py:391

↓ 1 callersFunctionget_args

()

tools/merge.py:7

↓ 1 callersFunctionget_args

()

tools/pack_bundle.py:9

↓ 1 callersFunctionget_args

()

tools/extract_locon.py:7

↓ 1 callersFunctionget_args

()

tools/sdxl_emb.py:7

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None, rank=None)

lycoris/modules/dylora.py:112

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/lokr.py:383

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/loha.py:228

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/locon.py:221

↓ 1 callersMethodget_diff_weight

(self, multiplier=1.0, shape=None, device=None)

lycoris/modules/base.py:405

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/norms.py:94

↓ 1 callersMethodget_diff_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/full.py:168

↓ 1 callersFunctionget_lora_embs_step_correspondence

Associate LoRA model files with embedding files based on their step count. This function takes in lists of LoRA file paths and embedding file pat

tools/batch_bundle_convert.py:148

↓ 1 callersMethodget_merged_weight

(self, multiplier=1, shape=None, device=None)

lycoris/modules/ia3.py:110

↓ 1 callersMethodget_merged_weight

(self, multiplier=1, shape=None, device=None, rank=None)

lycoris/modules/dylora.py:126

↓ 1 callersFunctionget_network_types

(sd_unet, sd_te)

tools/batch_hcp_convert.py:470

↓ 1 callersFunctionget_timestep_mask

Get the current timestep mask, or None if not set.

lycoris/modules/tlora.py:48

↓ 1 callersFunctionget_unet_te_pairs

Get unet and text encoder pairs from a list of files. Args: files (List[str]): A list of candidate file paths. Returns: Dict

tools/batch_hcp_convert.py:427

↓ 1 callersFunctionload_bytes_in_safetensors

(tensors)

lycoris/utils/__init__.py:19

↓ 1 callersFunctionlog_butterfly_factorize

(dim, factor, result)

lycoris/modules/boft.py:16

↓ 1 callersFunctionlog_bypass

()

lycoris/utils/quant.py:76

↓ 1 callersFunctionlog_bypass_override

()

lycoris/modules/full.py:11

↓ 1 callersFunctionlog_oft_factorize

(dim, factor, num, bdim)

lycoris/modules/diag_oft.py:13

↓ 1 callersFunctionlog_suspect

()

lycoris/utils/quant.py:83

↓ 1 callersFunctionlog_tlora_init

()

lycoris/modules/tlora.py:89

↓ 1 callersFunctionlog_wd

()

lycoris/modules/locon.py:14

↓ 1 callersFunctionmain

()

example/high_precision_merge_demo.py:61

↓ 1 callersFunctionmain

()

tools/merge.py:64

↓ 1 callersFunctionmain

()

tools/pack_bundle.py:56

↓ 1 callersFunctionmain

()

tools/extract_locon.py:134

↓ 1 callersFunctionmain

()

tools/sdxl_emb.py:43

↓ 1 callersMethodmake_module_from_state_dict

(cls, lora_name, orig_module, weight)

lycoris/modules/ia3.py:78

↓ 1 callersFunctionmake_sparse

(t: torch.Tensor, sparsity=0.95)

lycoris/utils/__init__.py:52

↓ 1 callersFunctionmake_weight

(w1d, w1u, w2d, w2u, scale)

lycoris/functional/loha.py:78

↓ 1 callersMethodmake_weight

(self, scale=1, device=None)

lycoris/modules/norms.py:70

↓ 1 callersMethodmake_weight

(self, device=None)

lycoris/modules/glora.py:181

↓ 1 callersFunctionmake_weight_tucker

(t1, w1d, w1u, t2, w2d, w2u, scale)

lycoris/functional/loha.py:82

↓ 1 callersFunctionmerge

(tes, unet, lyco_state_dict, scale: float = 1.0, device="cpu")

lycoris/utils/__init__.py:421

↓ 1 callersMethodmerge_to

(self, multiplier=1.0, *, precise: bool = False)

lycoris/modules/base.py:354

↓ 1 callersFunctionpack_bundle

(lora, emb_dict, verbose=False)

tools/batch_bundle_convert.py:32

↓ 1 callersMethodparametrize

(cls, org_module, attr, *args, **kwargs)

lycoris/modules/base.py:228

↓ 1 callersFunctionparse_args

()

example/stacked_wrapper_demo.py:185

↓ 1 callersFunctionprecalculate_safetensors_hashes

(state_dict)

lycoris/utils/__init__.py:33

↓ 1 callersFunctionprint_emb_information

(emb_dict)

tools/batch_bundle_convert.py:86

↓ 1 callersFunctionremove_wrappers

Remove selected wrappers, capture the output, then reapply them.

example/stacked_wrapper_demo.py:113

↓ 1 callersFunctionreset_preset

()

test/precision_merge_test.py:9

↓ 1 callersMethodset_loraplus_lr_ratio

( self, loraplus_lr_ratio, loraplus_unet_lr_ratio, loraplus_text_encoder_lr_ratio )

lycoris/kohya.py:722

↓ 1 callersFunctiontest_lycoris_compile

()

test/compile.py:27

↓ 1 callersFunctiontest_lycoris_restore

()

test/restore.py:25

↓ 1 callersFunctiontrain_on_mnist

(summary: StackSummary, *, data_root: str)

example/stacked_wrapper_demo.py:140

↓ 1 callersFunctiontucker_weight_from_conv

(up, down, mid)

lycoris/functional/general.py:84

↓ 1 callersFunctionunpack_bundle

(lora, verbose, step="", emb_format=".pt")

tools/batch_bundle_convert.py:51

↓ 1 callersMethodvalidate

(self)

lycoris/config_sdk.py:202

↓ 1 callersFunctionverify_stack

(model: nn.Module, seeds: list[int])

example/stacked_wrapper_demo.py:51

MethodI

(self)

lycoris/modules/boft.py:128

MethodI

(self)

lycoris/modules/diag_oft.py:115

Method__init__

(self)

example/standalone_example.py:19

Method__init__

(self)

example/stacked_wrapper_demo.py:19

Method__init__

(self, save_fp16=False)

tools/batch_hcp_convert.py:44

Method__init__

(self, base_model_path, device, save_fp16=False, sdxl=False)

tools/batch_hcp_convert.py:327

Method__init__

( self, module: nn.Module, multiplier=1.0, lora_dim=4, conv_lora_dim=4

lycoris/wrapper.py:232

Method__init__

( self, text_encoder, unet, multiplier=1.0, lora_dim=4, conv_l

lycoris/kohya.py:320

Method__init__

if alpha == 0 or None, alpha is rank (no scaling).

lycoris/modules/ia3.py:18

Method__init__

( self, lora_name, org_module: nn.Module, multiplier=1.0, lora_dim=4,

lycoris/modules/boft.py:51

Method__init__

if alpha == 0 or None, alpha is rank (no scaling).

lycoris/modules/dylora.py:19

Method__init__

( self, lora_name, org_module: nn.Module, multiplier=1.0, lora_dim=4,

lycoris/modules/lokr.py:45

Method__init__

( self, lora_name, org_module: nn.Module, multiplier=1.0, lora_dim=4,

lycoris/modules/loha.py:30

Method__init__

if alpha == 0 or None, alpha is rank (no scaling).

lycoris/modules/locon.py:38

Method__init__

if alpha == 0 or None, alpha is rank (no scaling).

lycoris/modules/base.py:90

Method__init__

( self, lora_name, org_module: nn.Module, multiplier=1.0, lora_dim=4,

lycoris/modules/diag_oft.py:36

Method__init__

Initialize T-LoRA module. Args: lora_name: Unique name for this LoRA module org_module: Original module to w

lycoris/modules/tlora.py:121

Method__init__

if alpha == 0 or None, alpha is rank (no scaling).

lycoris/modules/norms.py:17

Method__init__

( self, lora_name, org_module: nn.Module, multiplier=1.0, lora_dim=4,

lycoris/modules/full.py:30

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