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MBW Each - Experimental

日本語_eachについて

#### This is EXPERIMENTAL ####

Additional Features

  • [Merge model-A and model-B by your ratio](## Merge model-A and model-B by your ratio)
  • [Multi merge command window](## Multi merge command window)
    • [Available variables](### Available variables)
  • [Personal Preset File](## Personal Preset File)

Merge model-A and model-B by RATIO what you want

  • merge models with supplied ratio.

  • Preset works to Model B ratios, i.e. IN_B_00.

  • example: if you use IN_A_00: 0.5, IN_B_00:0.3, merge run with equation as,

    result_IN_00 = 0.5 * model_A_IN_00 + 0.3 * model_B_IN_00

Multi merge command window

  • You can run multiple merge in sequence, one after the other.

  • 1 line represents 1 merge.

  • Basically UI settings are used, but you can enter variables only where you want to make changes.

  • Variables must be separated from each other by commas ,.

  • Variables are processed by order from before. Later specifications will overwrite them.

Available variables

  • available variables shown below,

    keywords description sample
    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
    IN_[AB]_[00-11] merge ratio of INPUT block IN_A_01=0.12345
    M_00 merge ratio of MIDDLE block
    OUT_[AB]_[00-11] merge ratio of OUTPUT block
    Model_A model name Model_A=sd-v1-5-pruned.ckpt
    Model_B model name Model_B=sd-v1-5-pruned.ckpt
    base_alpha Merge ratio of places which not merged by layer. A:(1-base_alpha), B:base_alpha base_alpha=0.0
    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

  • Command sample

    O=merge/test04/SD15-75-IN_00, IN_A_00=0.75
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

  • tested with 25 merge, one time.

Personal Preset File

  • Add preset_own.tsv to save your own preset

  • File path is csv/preset_own.tsv

  • This file is OUT OF CONTROL OF GIT, which means do not overwrite with this repository update.

  • preset files is loaded as order preset_own.tsv, preset.tsv

  • preset_own.tsv needs two column, as below