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60 lines
2.9 KiB
Markdown
60 lines
2.9 KiB
Markdown
# ComfyUI-Lora-Auto-Trigger-Words
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This project is a fork of https://github.com/Extraltodeus/LoadLoraWithTags
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The aim of these custom nodes is to get an _easy_ access to the tags used to trigger a lora.
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This project is compatible with Stacked Loras from https://github.com/LucianoCirino/efficiency-nodes-comfyui/releases
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I talk about **lora**, but works with **lycoris** too.
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## Install
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Some of this project nodes depends on https://github.com/pythongosssss/ComfyUI-Custom-Scripts :
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- LoraLoaderAdvanced
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- LoraLoaderStackedAdvanced
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They get their vanilla equivalents.
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Overall, Custom-Scripts is recommended to be able to know the content of the tag lists with the node `showText`
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## Features
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### Main nodes
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#### Vanilla vs Advanced
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Vanilla refers to nodes that have no lora preview from the menu, nor the lora list. But the features provided are the same.
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#### Nodes
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- LoraLoader (Vanilla or Advanced)
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- LoraLoaderStacked (Vanilla or Avanced). The stacked lora input is optional.
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Allow to load a lora, either the normal way, or the efficiency-nodes way.
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These loaders have two custom outputs:
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- civitai_tags_list: a python list of the tags related to this lora on civitai
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- meta_tags_list: a python list of the tags used for training the lora embeded in it (if any)
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This outputs needs to be filtered by two othere nodes:
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- TagsFormater: Helper to show the available tag and their indexes
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- tagsSelector: allow to filter tags and apply a weight to it.
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- TagSelector contains four parameters. First the selector (see Filtering next)
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- The weight `(tag:weight)`
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- The boolean `ensure_comma`. To properly append comma if a prefix or suffix is added.
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- The boolean `append_loraname_if_empty` which will add the name of the lora in the list of outputs if they are empty.
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#### Filtering
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The format is simple. It's the same as python list index, but can select multiple index or ranges of indexes separated by comas.
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`Ex: 0, 3, 5:8, -8:`
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- Select a specific list of indexes: `0, 2, 3, 15`...
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- Select range of indexes: `2:5, 10:15`...
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- Select a range from the begining to a specific index: `:5`
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- Select a range from a specific index to the end: `5:`
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- You can use negative indexes. Like `-1` to select the last tag
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- By default `:` selects everything
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#### Example of normal workflow
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#### Example of Stacked workflow
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#### Chaining Selectors and Stacked
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Tags selectors can be chained to select differents tags with differents weights `(tags1:0.8), tag2, (tag3:1.1)`.
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Lora Stack can also be chained together to load multiple loras into an efficient loaders.
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### Side nodes I made and kept here
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- FusionText: takes two text input and join them together
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- Randomizer: takes two couples text+lorastack and return randomly one them
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- TextInputBasic: just a text input with two additional input for text chaining
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