82 lines
4.3 KiB
Markdown
82 lines
4.3 KiB
Markdown
# MBW Each - Experimental
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[日本語_eachについて](README_each.ja.md)
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- This document is for description of new features of **MWB Each** .
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- This new feature is developed for [personal study, publish on "note"](https://note.com/bbcmc/n/n2d4765b4bd47)
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- For information about general info as "How to install", go to [README.md](README.md)
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**#### This is EXPERIMENTAL ####**
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# Additional Features
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- [Merge model-A and model-B by your ratio](## Merge model-A and model-B by your ratio)
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- [Multi merge command window](## Multi merge command window)
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- [Available variables](### Available variables)
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- [Personal Preset File](## Personal Preset File)
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## Merge model-A and model-B by RATIO what you want
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- merge models with supplied ratio.
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- Preset works to Model B ratios, i.e. `IN_B_00`.
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- example: if you use IN_A_00: 0.5, IN_B_00:0.3, merge run with equation as,
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```
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result_IN_00 = 0.5 * model_A_IN_00 + 0.3 * model_B_IN_00
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```
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## Multi merge command window
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- You can run multiple merge in sequence, one after the other.
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- 1 line represents 1 merge.
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- Basically UI settings are used, but you can enter variables only where you want to make changes.
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- Variables must be separated from each other by commas `,`.
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- Variables are processed by order from before.
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Later specifications will overwrite them.
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### Available variables
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- available variables shown below,
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| keywords | description | sample |
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| ---------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------- |
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| O | Output file name. Subdirectories can be specified. Skip line if there is no directory or if there is a file and it cannot be overwritten. Add `.ckpt` at end of filename if dont exist | O=merge/test03/test-merge |
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| IN_[AB]_[00-11] | merge ratio of INPUT block | IN_A_01=0.12345 |
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| M_00 | merge ratio of MIDDLE block | |
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| OUT_[AB]_[00-11] | merge ratio of OUTPUT block | |
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| Model_A | model name | Model_A=sd-v1-5-pruned.ckpt |
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| Model_B | model name | Model_B=sd-v1-5-pruned.ckpt |
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| base_alpha | Merge ratio of places which not merged by layer. `A:(1-base_alpha), B:base_alpha` | base_alpha=0.0 |
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| preset_weights | Specify weights by preset name. Preset value go into ratio of model B, and 1-B on ratio of model A. | preset_weights=GRAD_V |
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- Command sample
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```
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O=merge/test04/SD15-75-IN_00, IN_A_00=0.75
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Preset_Weights=ALL_A, O=merge/test06/SD15-WD13-2-8-OUT_11, OUT_A_11=0.2, OUT_B_11=0.8, Model_A=sd-v1-5-pruned, Model_B=wd-v1-3-float32
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```
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- tested with 25 merge, one time.
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## Personal Preset File
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- Add `preset_own.tsv` to save your own preset
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- File path is `csv/preset_own.tsv`
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- This file is **OUT OF CONTROL OF GIT**, which means do not overwrite with this repository update.
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- preset files is loaded as order `preset_own.tsv`, `preset.tsv`
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- `preset_own.tsv` needs two column, as below
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