README.md

metadata

language:
  - en
license: creativeml-openrail-m
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - safetensors
  - merge
inference: true
thumbnail: >-
  https://huggingface.co/6DammK9/AstolfoMix-XL/resolve/main/240426-1841382272-2016-1152-4.5-256-20240418043456.png
widget:
  - text: aesthetic, quality, 1girl, boy, astolfo
example_title: example 1girl boy
library_name: diffusers

AstolfoMix-XL (Baseline)

• Unsolved merge, even with experience on SD1 and SD2.
• See full article in Github
• Since "Extended-FP64", dedicated merger sd-mechais used. It is the SD version of mergekit.

TSD (TIES-SOUP w/ DROP)

• TSD Merge of 102 SDXL models, unfiltered. TSD is an algorithm modified from DARE Merge (ICML 2024)..

• Recipe, E2E merger.

• Current version: x101a-AstolfoMix-24050903-4edc67c.safetensors

• Recommended version: "x101a"

• Recommended CFG: 4.5 (with CHG = 1.0), 3.0 (with PAG = 1.0)

• Prompt is minimal. Even empty.

parameters

(hippogriff:0.98), [braid], [[cape]], [[astolfo]], [[[[greece]]]]
Steps: 256, Sampler: Euler, Schedule type: Automatic, CFG scale: 3, Seed: 3134096594, Size: 1344x768, Model hash: 7668681e22, Model: x101a-AstolfoMix-24050903-4edc67c, VAE hash: 235745af8d, VAE: sdxl-vae-fp16-fix.vae.safetensors, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.6}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.4}]", FreeU Schedule: "0.0, 1.0, 0.0", FreeU Version: 2, Hires upscale: 2, Hires steps: 64, Hires upscaler: Latent, Dynamic thresholding enabled: True, Mimic scale: 1, Separate Feature Channels: False, Scaling Startpoint: MEAN, Variability Measure: AD, Interpolate Phi: 0.3, Threshold percentile: 100, PAG Active: True, PAG Scale: 1, Version: v1.9.3

TIES-SOUP

• TIES-SOUP of 73 SDXL models, unfiltered. TIES-SOUP is an algorithm modified from TIES merging (NeurIPS 2023).

• Recipe, E2E merger.

• Current version: x72a-AstolfoMix-240421-feefbf4.safetensors

• Recommended version: "x72a"

• Recommended CFG: 4.5 (with CHG = 1.0), 3.0 (with PAG = 1.0)

• Prompt is minimal. Even empty.

parameters

(car:0), [[mclaren]], [astolfo]
Steps: 256, Sampler: Euler, Schedule type: Automatic, CFG scale: 3, Seed: 1504757665, Size: 1344x768, Model hash: e276a52700, Model: x72a-AstolfoMix-240421-feefbf4, VAE hash: 26cc240b77, VAE: sd_xl_base_1.0.vae.safetensors, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.6}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.4}]", FreeU Schedule: "0.0, 1.0, 0.0", FreeU Version: 2, Hires upscale: 1.5, Hires steps: 64, Hires upscaler: Latent, Dynamic thresholding enabled: True, Mimic scale: 1, Separate Feature Channels: False, Scaling Startpoint: MEAN, Variability Measure: AD, Interpolate Phi: 0.3, Threshold percentile: 100, PAG Active: True, PAG Scale: 1, Version: v1.9.3

Extended-FP64

• Uniform merge of 52 UNETS + (61+42) CLIPS (from 70 models discovered).

• Current version: x51-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.safetensors

• Recommended version: "x51"

• Recommended CFG: 4.5 (with CHG = 1.0), 3.0 (with PAG = 1.0)

• Prompt is minimal.

parameters

(car:0), [[mclaren]], (1boy:0), [astolfo]
Steps: 256, Sampler: Euler, Schedule type: Automatic, CFG scale: 4.5, Seed: 1841382272, Size: 1344x768, Model hash: a52eba463d, Model: x51-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4, VAE hash: 26cc240b77, VAE: sd_xl_base_1.0.vae.safetensors, Denoising strength: 0.7, Clip skip: 2, CHG: "{'RegS': 1, 'RegR': 1, 'MaxI': 50, 'NBasis': 0, 'Reuse': 1, 'Tol': -4, 'IteSS': 1, 'ASpeed': 0.4, 'AStrength': 0.5, 'AADim': 2, 'CMode': 'More ControlNet', 'StartStep': 0, 'StopStep': 1}", FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.6}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.4}]", FreeU Schedule: "0.0, 1.0, 0.0", FreeU Version: 2, Hires upscale: 1.5, Hires steps: 64, Hires upscaler: Latent, Dynamic thresholding enabled: True, Mimic scale: 1, Separate Feature Channels: False, Scaling Startpoint: MEAN, Variability Measure: AD, Interpolate Phi: 0.3, Threshold percentile: 100, Refiner switch by sampling steps: True, Version: v1.9.0

Baseline

• Uniform merge of 32 UNETS + (19+26) CLIPS (from 21 models). Discovered model count: 42. It is a spinoff of Uniform Soup.

• Current version: x17-AstolfoMix-x13te0x14te1.safetensors

• Recommended version: "x17" for full experience, or "x11c" for human focused.

• Recommended CFG: 4.5

• Prompt is minimal.

parameters

(solo:0), (boy:0), (qipao:0.98), [astolfo_\(fate\)], [[lunar new year]], [[[[kowloon]]]]
Steps: 192, Sampler: Euler, CFG scale: 4.5, Seed: 2213673007, Size: 1344x768, Model hash: 82f53a8fe1, Model: x17-AstolfoMix-x13te0x14te1, VAE hash: 26cc240b77, VAE: sd_xl_base_1.0.vae.safetensors, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.6}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.4}]", FreeU Schedule: "0.0, 1.0, 0.0", FreeU Version: 2, Hires upscale: 1.5, Hires upscaler: Latent, Dynamic thresholding enabled: True, Mimic scale: 1, Separate Feature Channels: False, Scaling Startpoint: MEAN, Variability Measure: AD, Interpolate Phi: 0.3, Threshold percentile: 100, Version: v1.7.0

Recipes / Model selection logs / Models involved

• See full article in Github

Round	Algo	Model Name	RAW	UNET	TE0	TE1	Recipe
01	Uniform Soup	x17-AstolfoMix-x13te0x14te1.safetensors	42	32	14	21	json
02	Uniform Soup	x43-AstolfoMix-x22te0x31te1.safetensors	50	44	22	31	mecha
03	Uniform Soup	x45-AstolfoMix-x39te0x39te1-e2e-240222-60d0764.safetensors	52	46	40	40	mecha
04	Uniform Soup	x63-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.safetensors	70	52	61	42	mecha
05	TIES-SOUP	x72a-AstolfoMix-240421-feefbf4.safetensors	73	73	73	73	mecha
06	TIES-SOUP w/ DROP	x101a-AstolfoMix-24050903-4edc67c.safetensors	102	102	102	102	mecha

TSD in nutshell