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@@ -61,6 +61,7 @@ See what ComfyUI can do with the [newer template workflows](https://comfy.org/wo
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## Features
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- Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything.
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- NOTE: There are many more models supported than the list below, if you want to see what is supported see our templates list inside ComfyUI.
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- Image Models
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- SD1.x, SD2.x ([unCLIP](https://comfyanonymous.github.io/ComfyUI_examples/unclip/))
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- [SDXL](https://comfyanonymous.github.io/ComfyUI_examples/sdxl/), [SDXL Turbo](https://comfyanonymous.github.io/ComfyUI_examples/sdturbo/)
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File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
@@ -3,12 +3,9 @@ from ..diffusionmodules.openaimodel import Timestep
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import torch
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class CLIPEmbeddingNoiseAugmentation(ImageConcatWithNoiseAugmentation):
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def __init__(self, *args, clip_stats_path=None, timestep_dim=256, **kwargs):
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def __init__(self, *args, timestep_dim=256, **kwargs):
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super().__init__(*args, **kwargs)
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if clip_stats_path is None:
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clip_mean, clip_std = torch.zeros(timestep_dim), torch.ones(timestep_dim)
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else:
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clip_mean, clip_std = torch.load(clip_stats_path, map_location="cpu")
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clip_mean, clip_std = torch.zeros(timestep_dim), torch.ones(timestep_dim)
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self.register_buffer("data_mean", clip_mean[None, :], persistent=False)
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self.register_buffer("data_std", clip_std[None, :], persistent=False)
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self.time_embed = Timestep(timestep_dim)
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@@ -1745,6 +1745,8 @@ def load_diffusion_model_state_dict(sd, model_options={}, metadata=None, disable
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temp_sd = comfy.utils.state_dict_prefix_replace(sd, {diffusion_model_prefix: ""}, filter_keys=True)
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if len(temp_sd) > 0:
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sd = temp_sd
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if custom_operations is None:
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sd, metadata = comfy.utils.convert_old_quants(sd, "", metadata=metadata)
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parameters = comfy.utils.calculate_parameters(sd)
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weight_dtype = comfy.utils.weight_dtype(sd)
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@@ -9,9 +9,9 @@ class StringConcatenate(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringConcatenate",
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display_name="Concatenate",
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display_name="Text Concatenate",
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category="utils/string",
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search_aliases=["text concat", "join text", "merge text", "combine strings", "concat", "concatenate", "append text", "combine text", "string"],
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search_aliases=["Concatenate", "text concat", "join text", "merge text", "combine strings", "concat", "concatenate", "append text", "combine text", "string"],
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inputs=[
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io.String.Input("string_a", multiline=True),
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io.String.Input("string_b", multiline=True),
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@@ -32,8 +32,8 @@ class StringSubstring(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringSubstring",
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search_aliases=["extract text", "text portion"],
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display_name="Substring",
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search_aliases=["Substring", "extract text", "text portion"],
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display_name="Text Substring",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -55,8 +55,8 @@ class StringLength(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringLength",
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search_aliases=["character count", "text size"],
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display_name="Length",
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search_aliases=["character count", "text size", "string length"],
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display_name="Text Length",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -76,8 +76,8 @@ class CaseConverter(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="CaseConverter",
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search_aliases=["text case", "uppercase", "lowercase", "capitalize"],
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display_name="Case Converter",
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search_aliases=["Case Converter", "text case", "uppercase", "lowercase", "capitalize"],
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display_name="Text Case Converter",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -109,8 +109,8 @@ class StringTrim(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringTrim",
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search_aliases=["clean whitespace", "remove whitespace"],
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display_name="Trim",
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search_aliases=["Trim", "clean whitespace", "remove whitespace", "strip"],
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display_name="Text Trim",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -140,8 +140,8 @@ class StringReplace(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringReplace",
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search_aliases=["find and replace", "substitute", "swap text"],
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display_name="Replace",
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search_aliases=["Replace", "find and replace", "substitute", "swap text"],
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display_name="Text Replace",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -163,8 +163,8 @@ class StringContains(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringContains",
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search_aliases=["text includes", "string includes"],
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display_name="Contains",
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search_aliases=["Contains", "text includes", "string includes"],
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display_name="Text Contains",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -191,8 +191,8 @@ class StringCompare(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="StringCompare",
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search_aliases=["text match", "string equals", "starts with", "ends with"],
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display_name="Compare",
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search_aliases=["Compare", "text match", "string equals", "starts with", "ends with"],
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display_name="Text Compare",
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category="utils/string",
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inputs=[
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io.String.Input("string_a", multiline=True),
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@@ -227,8 +227,8 @@ class RegexMatch(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="RegexMatch",
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search_aliases=["pattern match", "text contains", "string match"],
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display_name="Regex Match",
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search_aliases=["Regex Match", "regex", "pattern match", "text contains", "string match"],
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display_name="Text Match",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -268,8 +268,8 @@ class RegexExtract(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="RegexExtract",
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search_aliases=["pattern extract", "text parser", "parse text"],
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display_name="Regex Extract",
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search_aliases=["Regex Extract", "regex", "pattern extract", "text parser", "parse text"],
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display_name="Text Extract Substring",
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category="utils/string",
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inputs=[
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io.String.Input("string", multiline=True),
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@@ -343,8 +343,8 @@ class RegexReplace(io.ComfyNode):
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def define_schema(cls):
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return io.Schema(
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node_id="RegexReplace",
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search_aliases=["pattern replace", "find and replace", "substitution"],
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display_name="Regex Replace",
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search_aliases=["Regex Replace", "regex", "pattern replace", "regex replace", "substitution"],
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display_name="Text Replace (Regex)",
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category="utils/string",
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description="Find and replace text using regex patterns.",
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inputs=[
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@@ -1,5 +1,5 @@
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comfyui-frontend-package==1.42.8
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comfyui-workflow-templates==0.9.39
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comfyui-workflow-templates==0.9.41
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comfyui-embedded-docs==0.4.3
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torch
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torchsde
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@@ -146,6 +146,10 @@ def is_loopback(host):
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def create_origin_only_middleware():
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@web.middleware
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async def origin_only_middleware(request: web.Request, handler):
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if 'Sec-Fetch-Site' in request.headers:
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sec_fetch_site = request.headers['Sec-Fetch-Site']
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if sec_fetch_site == 'cross-site':
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return web.Response(status=403)
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#this code is used to prevent the case where a random website can queue comfy workflows by making a POST to 127.0.0.1 which browsers don't prevent for some dumb reason.
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#in that case the Host and Origin hostnames won't match
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#I know the proper fix would be to add a cookie but this should take care of the problem in the meantime
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