laksjdjf
/ kohya_hiresfix.py
Last active
May 28, 2025 10:17
これ：https://gist.github.com/kohya-ss/3f774da220df102548093a7abc8538ed
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| ''' | |
| https://gist.github.com/kohya-ss/3f774da220df102548093a7abc8538ed | |
| 1. put this file in ComfyUI/custom_nodes | |
| 2. load node from <loaders> | |
| ''' | |
| import torch | |
| from comfy.ldm.modules.diffusionmodules.openaimodel import forward_timestep_embed, timestep_embedding, th | |
| def apply_control(h, control, name): |
laksjdjf
/ pixart_transformer.txt
Created
November 7, 2023 06:21
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| ================================================================================================================================================================ | |
| Layer (type (var_name)) Input Shape Output Shape Param # Kernel Shape | |
| ================================================================================================================================================================ | |
| Transformer2DModel (Transformer2DModel) [1, 4, 32, 32] [1, 8, 32, 32] 2,304 -- | |
| ├─PatchEmbed (pos_embed) [1, 4, 32, 32] [1, 256, 1152] -- -- | |
| │ └─Conv2d (proj) [1, 4, 32, 32] [1, 1152, 16, 16] 19,584 [2, 2] | |
| ├─AdaLayerNormSingle (adaln_single) [1] [1, 6912] -- |
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| # ref:https://github.com/v0xie/sd-webui-cads | |
| ''' | |
| 1. put this file in ComfyUI/custom_nodes | |
| 2. load node from <loader> | |
| ''' | |
| import torch | |
| import numpy as np | |
| import copy |
laksjdjf
/ ssd1b2sdxl
Last active
October 26, 2023 05:35
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| {'down_blocks.1.attentions.0.transformer_blocks.0': 'down_blocks.1.attentions.0.transformer_blocks.0', | |
| 'down_blocks.1.attentions.0.transformer_blocks.1': 'down_blocks.1.attentions.0.transformer_blocks.1', | |
| 'down_blocks.1.attentions.1.transformer_blocks.0': 'down_blocks.1.attentions.1.transformer_blocks.0', | |
| 'down_blocks.1.attentions.1.transformer_blocks.1': 'down_blocks.1.attentions.1.transformer_blocks.1', | |
| 'down_blocks.2.attentions.0.transformer_blocks.0': 'down_blocks.2.attentions.0.transformer_blocks.0', | |
| 'down_blocks.2.attentions.0.transformer_blocks.1': 'down_blocks.2.attentions.0.transformer_blocks.1', | |
| 'down_blocks.2.attentions.0.transformer_blocks.2': 'down_blocks.2.attentions.0.transformer_blocks.2', | |
| 'down_blocks.2.attentions.0.transformer_blocks.3': 'down_blocks.2.attentions.0.transformer_blocks.6', | |
| 'down_blocks.2.attentions.1.transformer_blocks.0': 'down_blocks.2.attentions.1.transformer_blocks.0', | |
| 'down_blocks.2.attentions.1.transformer_blocks.1': 'down_blocks.2.attentions.1.transformer_block |
laksjdjf
/ hyper_tile.py
Created
October 3, 2023 11:27
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| # ref:https://github.com/tfernd/HyperTile | |
| from einops import rearrange | |
| ''' | |
| 1. put this file in ComfyUI/custom_nodes | |
| 2. load node from <loader> | |
| 3. set nh and nw (2-4 is recommended. if 1 is set, it will be the same as original) | |
| ''' |
laksjdjf
/ rembg_mask.py
Created
September 27, 2023 16:21
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| import torch | |
| import numpy as np | |
| from rembg import remove | |
| class RembgMask: | |
| @classmethod | |
| def INPUT_TYPES(s): | |
| return { | |
| "required": { | |
| "image": ("IMAGE", ), |
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| ''' | |
| 1. put this file in ComfyUI/custom_nodes | |
| 2. load node from <loader> | |
| ''' | |
| import torch | |
| from comfy.ldm.modules.diffusionmodules.openaimodel import forward_timestep_embed, timestep_embedding, th | |
| # https://github.com/ChenyangSi/FreeU | |
| def Fourier_filter(x, threshold, scale): |
laksjdjf
/ regional_lora.py
Created
September 21, 2023 12:31
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| import torch | |
| import comfy | |
| import copy | |
| def chunk_or_none(x, chunk_size, index): | |
| if x is None: | |
| return None | |
| return x.chunk(chunk_size, dim=0)[index] | |
| def chunk_or_none_for_control(x, chunk_size, index): |
laksjdjf
/ convert_lora_sdxl.py
Last active
July 29, 2023 20:34
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| # python convert_lora_sdxl.py <input_file_name> <output_file_name> <sd2diff or diff2sd> | |
| import torch | |
| from safetensors.torch import load_file | |
| from safetensors.torch import save_file | |
| import os | |
| import argparse | |
| def load(file): | |
| if os.path.splitext(file)[1] == ".safetensors": |
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| ================================================================================================================================================================ | |
| Layer (type (var_name)) Input Shape Output Shape Param # Kernel Shape | |
| ================================================================================================================================================================ | |
| SdxlUNet2DConditionModel (SdxlUNet2DConditionModel) [1, 4, 128, 128] [1, 4, 128, 128] -- -- | |
| ├─Sequential (time_embed) [1, 320] [1, 1280] -- -- | |
| │ └─Linear (0) [1, 320] [1, 1280] 410,880 -- | |
| │ └─SiLU (1) [1, 1280] [1, 1280] -- |