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- 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.
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