---
license: openrail++
task_categories:
- unconditional-image-generation
language:
- en
tags:
- art
pretty_name: n/a
size_categories:
- 1K<n<10K
---

* Ars AI Experimental Description Language (AAEDL)
* Protocol : AAEP-0001
* Version  : 1.0
---

# Description
* Merge 'pipeline' reconstructed from surviving notes.
* This document describes the conception of Ars Divina.
---

# Runtime Environment
* "AUTOMATIC1111 WebUI"
* "SuperMerger"
---

# Repository
* "Animagine XL 3.0"
* "Pony Diffusion v6 (Base)"
* "SDXL v1.0 Base"
* "Snow Pony"
* "IPS Mix"
* "Illustrious XL v0.1"
* "TitiMix Illustrious IL"
---

* Enhancement Library
* "Anti Long Torso XL v0.1"
* "SDS_Contrast tool_XL v1.0"
* "SPO-SDXL_4k-p_10ep_LoRA_webui"
---

# Merge Profiles
# MBW_PROFILE_01 
* model_a [0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.3,0.4,0.4,0.4,0.4,0.4,0.3,0.1,0.0,0.0,0.0,0.0,0.0]
* model_b [1.0,1.0,1.0,1.0,1.0,1.0,0.9,0.7,0.6,0.6,0.6,0.6,0.6,0.7,0.9,1.0,1.0,1.0,1.0,1.0]
* elemental ["BASE:conditioner.embedders.0:0.25,BASE:conditioner.embedders.1:0.35,BASE::0"]

# MBW_PROFILE_02 
* model_a [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.3,0.4,0.4,0.4,0.4,0.4,0.4,0.4,0.3,0.2,0.0,0.0,0.0]
* model_b [1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.7,0.6,0.6,0.6,0.6,0.6,0.6,0.6,0.7,0.8,1.0,1.0,1.0]
* elemental [BASE:conditioner.embedders.0:0.20,BASE:conditioner.embedders.1:0.30,BASE::0"]

# MBW_PROFILE_03
* model_a [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.4,0.4,0.4,0.3,0.4,0.4,0.4,0.4,0.0,0.0,0.0,0.0,0.0]
* model_b [1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.6,0.6,0.6,0.7,0.6,0.6,0.6,0.6,1.0,1.0,1.0,1.0,1.0]
* elemental ["BASE" = 0.00]
---

# Workflow #1
* Phase "Foundation Construction"
* Experiment: EXP_001
* merge
* model_a: "Animagine XL"
* weight: 0.45
* model_b: "Pony Diffusion v6"
* weight: 0.55
* method: WeightSum.CosineB

# Workflow #2
* Experiment: EXP_002
* merge
* model_a: "EXP_001"
* weight: 0.45
* model_b: "SDXL v1.0 base"
* weight: 0.55
* method: AddDifference.TrainDifference

# Workflow #3
* Experiment: EXP_003
* merge
* model_a: "EXP_002"
* weight: 0.65
* model_b: "Snow Pony"
* weight: 0.35
* method: AddDifference.TrainDifference

# Workflow #4
* Experiment: EXP_004
* merge
* model_a: "EXP_003"
* weight: 0.45
* model_b: "EXP_002"
* weight: 0.55
* method: AddDifference.TrainDifference

# Workflow #5
* Experiment: EXP_005
* merge
* model_a: "EXP_004"
* weight: 0.95
* model_b: "IPS Mix"
* weight: 0.05
* method: WeightSum.CosineA

# Workflow #6
* Phase "Cross-Architecture Integration"
* Experiment: EXP_006
* merge
* model_a: "EXP_005"
* weight:
* model_b: "Illustrious XL v0.1"
* weight:
* method: WeightSum.Normal, MBW
* profile: MBW_Profile_01

# Workflow #7
* Experiment: EXP_007
* merge
* model_a: "EXP_006"
* weight:
* model_b: "EXP_005"
* weight:
* method: WeightSum.CosineA, MBW
* profile: MBW_Profile_01

# Workflow #8
* Experiment: EXP_008
* merge
* model_a: "EXP_007"
* weight:
* model_b: "TitiMix Illustrious IL"
* weight:
* method: AddDifference.TrainDifference, MBW
* profile: MBW_Profile_01

# Workflow #9
* Experiment: EXP_009
* merge
* model_a: "EXP_008"
* weight:
* model_b: "EXP_007"
* weight:
* method: WeightSum.CosineA
* profile: MBW_PROFILE_02

# Workflow #10
* phase: "LoRA Enhancement"
* Experiment: EXP_010
* bake
* source: "EXP_009"
* lora: "Anti Long Torso XL v0.1"
* strength: 4.0

# Workflow #11
* Experiment: EXP_011
* merge
* model_a: "EXP_010"
* weight: 
* model_b: "EXP_009"
* weight:
* method: WeightSum.Normal, MBW
* profile: MBW_Profile_02

# Workflow #12
* Experiment: EXP_012
* bake
* source: "EXP_011"
* lora: "SDS_Contrast_Tool_XL v1.0"
* strength: 0.25

# Workflow #13
* Experiment: EXP_013
* bake
* source: "EXP_012"
* lora: "SPO_SDXL_4k-p_10ep_LoRA_webui"
* strength: 1.0

# Workflow #14
* phase: "Final Consolidation"
* Experiment: EXP_014
* merge
* model_a: "EXP_013"
* weight:
* model_b: "EXP_011"
* weight:
* method: AddDifference.TrainDifference, MBW
* profile: MBW_Profile_02

# Workflow #15
* Experiment: EXP_015
* merge
* model_a: "EXP_014"
* weight:
* model_b: "EXP_013"
* weight:
* method: WeightSum.Normal, MBW
* profile: MBW_Profile_03

# Published Checkpoint
* Name: "Ars Divina"
* Source: "EXP_015"
* Version: "7.2.4a"
* Laboratory: "Ars AI"
* Status: "Released"
* Author: "NeverWinter13"

# Evaluation
* after each experiment, inference was made via x/y/z plot with a static seed of "1111"
* qualitative reviews were made before release.

# FAQs
* Q: Why does it look confusing and time-consuming?
* A: It is. Plain and simple.

* Q: How long did it took?
* A: Fairly long, tbh.