Functions — github.com/ant-research/MagicQuill

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Functions1,402 in github.com/ant-research/MagicQuill

⨍ Functions 1,402◇ Types & classes 382↳ Endpoints 2

Method__init__

(self, model, decay=0.9999, use_num_upates=True)

MagicQuill/comfy/ldm/modules/ema.py:6

Method__init__

( self, out_channels, *args, dropout=0.0, video_kernel_size=3,

MagicQuill/comfy/ldm/modules/temporal_ae.py:26

Method__init__

( self, in_channels: int, alpha: float = 0, merge_strategy: str = "learned" )

MagicQuill/comfy/ldm/modules/temporal_ae.py:119

Method__init__

( self, *args, video_kernel_size: Union[int, list] = 3, alpha: float = 0.0,

MagicQuill/comfy/ldm/modules/temporal_ae.py:211

Method__init__

(self, dim, dim_out=None, mult=4, glu=False, dropout=0., dtype=None, device=None, operations=ops)

MagicQuill/comfy/ldm/modules/attention.py:68

Method__init__

(self, query_dim, context_dim=None, heads=8, dim_head=64, dropout=0., attn_precision=None, dtype=None, device=

MagicQuill/comfy/ldm/modules/attention.py:449

Method__init__

(self, dim, n_heads, d_head, dropout=0., context_dim=None, gated_ff=True, checkpoint=True, ff_in=False, inner_

MagicQuill/comfy/ldm/modules/attention.py:482

Method__init__

(self, in_channels, n_heads, d_head, depth=1, dropout=0., context_dim=None,

MagicQuill/comfy/ldm/modules/attention.py:647

Method__init__

( self, in_channels, n_heads, d_head, depth=1, dropout=0.0,

MagicQuill/comfy/ldm/modules/attention.py:704

Method__init__

( self, img_size: Optional[int] = 224, patch_size: int = 16, i

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:60

Method__init__

(self, hidden_size, frequency_embedding_size=256, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:224

Method__init__

(self, input_dim: int, hidden_size: int, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:270

Method__init__

( self, dim: int, num_heads: int = 8, qkv_bias: bool = False, qk_scale

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:298

Method__init__

Initialize the RMSNorm normalization layer. Args: dim (int): The dimension of the input tensor. eps (float, o

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:361

Method__init__

Initialize the FeedForward module. Args: dim (int): Input dimension. hidden_dim (int): Hidden dimension of t

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:407

Method__init__

( self, hidden_size: int, num_heads: int, mlp_ratio: float = 4.0, attn

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:451

Method__init__

( self, *args, **kwargs, )

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:623

Method__init__

( self, hidden_size: int, patch_size: int, out_channels: int, total_ou

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:645

Method__init__

(self, dim, heads=8, dim_head=64, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:673

Method__init__

(self, context_size, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:692

Method__init__

(self, context_size, num_layers, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:705

Method__init__

( self, input_size: int = 32, patch_size: int = 2, in_channels: int = 4,

MagicQuill/comfy/ldm/modules/diffusionmodules/mmdit.py:720

Method__init__

(self, channels, use_conv, dims=2, out_channels=None, padding=1, dtype=None, device=None, operations=ops)

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:107

Method__init__

( self, channels, emb_channels, dropout, out_channels=None, us

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:143

Method__init__

( self, channels: int, emb_channels: int, dropout: float, video_kernel

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:268

Method__init__

(self, dim)

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:349

Method__init__

( self, image_size, in_channels, model_channels, out_channels,

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:392

Method__init__

(self, noise_schedule_config=None)

MagicQuill/comfy/ldm/modules/diffusionmodules/upscaling.py:12

Method__init__

(self, noise_schedule_config, max_noise_level=1000, to_cuda=False)

MagicQuill/comfy/ldm/modules/diffusionmodules/upscaling.py:72

Method__init__

(self, c_concat_config, c_crossattn_config)

MagicQuill/comfy/ldm/modules/diffusionmodules/util.py:292

Method__init__

(self, in_channels, with_conv)

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:48

Method__init__

(self, in_channels, with_conv)

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:77

Method__init__

(self, *, in_channels, out_channels=None, conv_shortcut=False, dropout, temb_channels=512)

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:99

Method__init__

(self, in_channels)

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:244

Method__init__

(self, *, ch, out_ch, ch_mult=(1,2,4,8), num_res_blocks, attn_resolutions, dropout=0.0, resam

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:451

Method__init__

(self, *, ch, out_ch, ch_mult=(1,2,4,8), num_res_blocks, attn_resolutions, dropout=0.0, resam

MagicQuill/comfy/ldm/modules/diffusionmodules/model.py:542

Method__init__

(self, value)

MagicQuill/comfy/ldm/modules/distributions/distributions.py:14

Method__init__

(self, parameters, deterministic=False)

MagicQuill/comfy/ldm/modules/distributions/distributions.py:25

Method__init__

(self, *args, clip_stats_path=None, timestep_dim=256, **kwargs)

MagicQuill/comfy/ldm/modules/encoders/noise_aug_modules.py:6

Method__init__

(self, dim: int)

MagicQuill/comfy/ldm/audio/embedders.py:14

Method__init__

( self, features: int, dim: int = 256, )

MagicQuill/comfy/ldm/audio/embedders.py:35

Method__init__

(self, output_dim: int, min_val: float=0, max_val: float=1

MagicQuill/comfy/ldm/audio/embedders.py:77

Method__init__

(self)

MagicQuill/comfy/ldm/audio/autoencoder.py:21

Method__init__

(self, in_channels, out_channels, dilation, use_snake=False, antialias_activation=False)

MagicQuill/comfy/ldm/audio/autoencoder.py:106

Method__init__

(self, in_channels, out_channels, stride, use_snake=False, antialias_activation=False)

MagicQuill/comfy/ldm/audio/autoencoder.py:131

Method__init__

(self, in_channels, out_channels, stride, use_snake=False, antialias_activation=False, use_nearest_upsample=Fa

MagicQuill/comfy/ldm/audio/autoencoder.py:150

Method__init__

(self, in_channels=2, channels=128, latent_dim=32,

MagicQuill/comfy/ldm/audio/autoencoder.py:183

Method__init__

(self, out_channels=2, channels=128, latent_dim=32,

MagicQuill/comfy/ldm/audio/autoencoder.py:217

Method__init__

(self, in_channels=2, channels=128, latent_dim=64,

MagicQuill/comfy/ldm/audio/autoencoder.py:261

Method__init__

(self, in_features, out_features, std=1., dtype=None, device=None)

MagicQuill/comfy/ldm/audio/dit.py:14

Method__init__

bias-less layernorm has been shown to be more stable. most newer models have moved towards rmsnorm, also bias-less

MagicQuill/comfy/ldm/audio/dit.py:26

Method__init__

(self, dim, max_seq_len)

MagicQuill/comfy/ldm/audio/dit.py:74

Method__init__

(self, dim, theta = 10000)

MagicQuill/comfy/ldm/audio/dit.py:95

Method__init__

( self, dim, use_xpos = False, scale_base = 512, interpolation_factor

MagicQuill/comfy/ldm/audio/dit.py:119

Method__init__

( self, dim, dim_out = None, mult = 4, no_bias = False, glu =

MagicQuill/comfy/ldm/audio/dit.py:202

Method__init__

( self, dim, dim_heads = 64, dim_context = None, causal = False,

MagicQuill/comfy/ldm/audio/dit.py:255

Method__init__

( self, dim, norm_kwargs = {}, )

MagicQuill/comfy/ldm/audio/dit.py:379

Method__init__

( self, dim, dim_heads = 64, cross_attend = False,

MagicQuill/comfy/ldm/audio/dit.py:415

Method__init__

( self, dim, depth, *, dim_in = None, dim_out = None,

MagicQuill/comfy/ldm/audio/dit.py:536

Method__init__

(self, io_channels=64, patch_size=1, embed_dim=1536, cond_token_dim=768,

MagicQuill/comfy/ldm/audio/dit.py:659

Method__init__

(self, c, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/controlnet.py:26

Method__init__

(self, c_latent=16)

MagicQuill/comfy/ldm/cascade/stage_c_coder.py:25

Method__init__

(self)

MagicQuill/comfy/ldm/cascade/stage_c_coder.py:86

Method__init__

Takes an input of variable size (as long as the last dimension matches the embedding size). Returns one tensor containing the nearest

MagicQuill/comfy/ldm/cascade/stage_a.py:56

Method__init__

(self, c, c_hidden)

MagicQuill/comfy/ldm/cascade/stage_a.py:118

Method__init__

(self, c_in=3, c_cond=0, c_hidden=512, depth=6)

MagicQuill/comfy/ldm/cascade/stage_a.py:231

Method__init__

(self, c_in=4, c_out=4, c_r=64, patch_size=2, c_cond=1280, c_hidden=[320, 640, 1280, 1280], n

MagicQuill/comfy/ldm/cascade/stage_b.py:25

Method__init__

(self, c, nhead, dropout=0.0, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/common.py:32

Method__init__

(self, c, nhead, dropout=0.0, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/common.py:52

Method__init__

(self, *args, **kwargs)

MagicQuill/comfy/ldm/cascade/common.py:70

Method__init__

(self, dim, dtype=None, device=None)

MagicQuill/comfy/ldm/cascade/common.py:79

Method__init__

(self, c, c_cond, nhead, self_attn=True, dropout=0.0, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/common.py:114

Method__init__

(self, c, dropout=0.0, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/common.py:131

Method__init__

(self, c, c_timestep, conds=['sca'], dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/common.py:148

Method__init__

(self, c_in, c_out, mode, enabled=True, dtype=None, device=None, operations=None)

MagicQuill/comfy/ldm/cascade/stage_c.py:26

Method__init__

(self, sample: bool = True)

MagicQuill/comfy/ldm/models/autoencoder.py:12

Method__init__

( self, ema_decay: Union[None, float] = None, monitor: Union[None, str] = None,

MagicQuill/comfy/ldm/models/autoencoder.py:39

Method__init__

( self, *args, encoder_config: Dict, decoder_config: Dict, regularizer

MagicQuill/comfy/ldm/models/autoencoder.py:103

Method__init__

(self, embed_dim: int, **kwargs)

MagicQuill/comfy/ldm/models/autoencoder.py:149

Method__init__

( self, image_size, in_channels, model_channels, hint_channels,

MagicQuill/comfy/cldm/cldm.py:23

Method__init__

Initialize pretrained TAESD on the given device from the given checkpoints.

MagicQuill/comfy/taesd/taesd.py:51

Method__len__

(self)

MagicQuill/comfy/k_diffusion/utils.py:273

Method__repr__

The representation of the wrapper.

MagicQuill/brushnet/powerpaint_utils.py:211

Method__repr__

(self)

MagicQuill/comfy/k_diffusion/utils.py:270

Method__setitem__

(self, key, item)

MagicQuill/comfy/clip_vision.py:16

Method__setstate__

(self, state)

MagicQuill/comfy/ldm/util.py:113

Method_basic_init

(module)

MagicQuill/comfy/ldm/cascade/stage_a.py:138

Method_forward

(self, x, emb)

MagicQuill/comfy/ldm/modules/diffusionmodules/openaimodel.py:235

Function_get_attention_scores_no_kv_chunking

( query: Tensor, key_t: Tensor, value: Tensor, scale: float, upcast_attention: bool, m

MagicQuill/comfy/ldm/modules/sub_quadratic_attention.py:140

Function_query_chunk_attention

( query: Tensor, key_t: Tensor, value: Tensor, summarize_chunk: SummarizeChunk, kv_chunk_s

MagicQuill/comfy/ldm/modules/sub_quadratic_attention.py:97

Method_set_gradient_checkpointing

(self, module, value=False)

MagicQuill/brushnet/unet_2d_condition.py:830

Method_set_gradient_checkpointing

(self, module, value: bool = False)

MagicQuill/brushnet/brushnet_ca.py:684

Method_set_gradient_checkpointing

(self, module, value: bool = False)

MagicQuill/brushnet/brushnet.py:675

Function_summarize_chunk

( query: Tensor, key_t: Tensor, value: Tensor, scale: float, upcast_attention: bool, m

MagicQuill/comfy/ldm/modules/sub_quadratic_attention.py:59

Functionadd_model_folder_path

(folder_name, full_folder_path)

MagicQuill/folder_paths.py:128

Methodadd_patches

(self, patches, strength_patch=1.0, strength_model=1.0)

MagicQuill/comfy/model_patcher.py:208

Functionappend_dims

Appends dimensions to the end of a tensor until it has target_dims dimensions.

MagicQuill/comfy/k_diffusion/utils.py:21

Functionattention_basic

(q, k, v, heads, mask=None, attn_precision=None, skip_reshape=False)

MagicQuill/comfy/ldm/modules/attention.py:89

Functionattention_split

(q, k, v, heads, mask=None, attn_precision=None, skip_reshape=False)

MagicQuill/comfy/ldm/modules/attention.py:222

Functionattention_sub_quad

(query, key, value, heads, mask=None, attn_precision=None, skip_reshape=False)

MagicQuill/comfy/ldm/modules/attention.py:151

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