AstolfoMix-SD2 (Baseline / Extended / Reinforced / 210b)
Based from SD2.1. I know SD2.1 is hopeless, but it is the best environment for a PoC and to improve my idea.
See simplified description in CivitAI and full article in Github
It won't look great, but at least you won't get Miku Hatsune when prompting Suzumiya Haruhi, or having a black hair boy when prompting Link.
Preview here are powered by the top session of
README.mdand converting SDXL model from A1111 standalone file into diffuers via convert_original_stable_diffusion_to_diffusers.py. Settings may not being optimal (no CFG / PAG / FreeU etc). I'll replace the preview diffuser as soon as I upload the main model file.
"210b"
Special case of "Add difference". Merge of "Extended" and "Reinforced".
12 UNETs with 4 CLIPs.
Current version:
210b-AstolfoMix-211209b.safetensorsRecommended version: "210b"
Recommended CFG: 6.0
parameters
(aesthetic:0), (quality:0), (solo:0), (anime:0), (boy:0), (construction helmet:0.98), [[jeans]], [[braid]], [astolfo], [[new york]]
Negative prompt: (worst:0), (low:0), (bad:0), (exceptional:0), (masterpiece:0), (comic:0), (extra:0), (lowres:0), (photorealisitc:0)
Steps: 192, Sampler: Euler, CFG scale: 6, Seed: 802596570, Size: 1024x576, Model hash: 13696ee702, Model: 210b-AstolfoMix-211209b, VAE hash: df3c506e51, VAE: vae-ft-mse-840000-ema-pruned.ckpt, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.9}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.2}]", 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
Reinforced
Using AutoMBW (bayesian merger but less powerful) for 10 models.
Current version:
209b-AstolfoMix-207b_208b.safetensorsRecommended version: "209b"
Recommended CFG: 6.0
parameters
(aesthetic:0), (quality:0), (anime:0), (race queen:0.98), [[braid]], [[bulge]], [astolfo], [[[[nascar, nurburgring]]]]
Negative prompt: (worst:0), (low:0), (bad:0), (exceptional:0), (masterpiece:0), (comic:0), (extra:0), (lowres:0), (photorealisitc:0), (breasts:0.5)
Steps: 256, Sampler: Euler, CFG scale: 6, Seed: 372021954, Size: 1024x576, Model hash: 510ede6f03, Model: 209b-AstolfoMix-207b_208b, VAE hash: df3c506e51, VAE: vae-ft-mse-840000-ema-pruned.ckpt, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.9}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.2}]", 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, Version: v1.7.0
Baseline
Uniform merge of 10 UNETs and 4 CLIPs.
Current version:
209-AstolfoMix-207208-203te.safetensorsRecommended version: "209-203te"
Recommended CFG: 6.0
Prompt is slightly changed from SD1 (anime / photorealistic).
Intermediate models will be omitted. This time I'm not merged in sequence, therefore it is not meaningful to show the unuseable models.
parameters
(aesthetic:0), (quality:0), (anime:0), (solo:0), (boy:0), [niqab], [[hijab]], [astolfo], [[afghanistan]]
Negative prompt: (worst:0), (low:0), (bad:0), (exceptional:0), (masterpiece:0), (comic:0), (extra:0), (lowres:0), (photorealisitc:0)
Steps: 256, Sampler: Euler, CFG scale: 6, Seed: 802596511, Size: 1024x576, Model hash: a85153fd84, Model: 209-AstolfoMix-207208-203te, VAE hash: df3c506e51, VAE: vae-ft-mse-840000-ema-pruned.ckpt, Denoising strength: 0.7, Clip skip: 2, FreeU Stages: "[{\"backbone_factor\": 1.1, \"skip_factor\": 0.9}, {\"backbone_factor\": 1.2, \"skip_factor\": 0.2}]", 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, Version: v1.7.0
Major difference of methodology
Model selection. NP Hard. Still 12 UNETs, but filtered from 24 models found. Most models are unuseable with its UNET / CLIP / VAE combo.
This time the CLIP is a merge of 4 CLIPS instead of the original SD CLIP. I thought the SD2.1's CLIP is bad in performance, but in fact it is still decent, but I found some more useful and merge them together.
Builtin VAE will be
kl-f8-anime2.ckpt. But I'm still usingvae-ft-mse-840000-ema-pruned.ckptfor WebUI. Choose what you want.Minimal idea will be "Replicant-V3 UNET + WD1.5B3 CLIP". The merge ratio made me find more SD2 models in a sophisticated way.
Receipe
| Index | Model name (with URL) | UNET used? | CLIP used? |
|---|---|---|---|
_201 |
AllWorkForkRowk | ||
_202 |
Artius V2.1 NSFW | Y | |
_203 |
E621 Rising v2 | ||
_204 |
hakoMayD | Y | |
_205 |
Illuminati Diffusion v1.1 | ||
_206 |
Mishi Anime | Y(a) | |
_207 |
NijiDiffusion | ||
_208 |
Plat Diffusion v1.3.1 | ||
_209 |
PVC v4 | ||
_210 |
Quattro4Merge+i | Y | |
_211 |
Replicant-V3.0 | Y | |
_212 |
Pony Diffusion | ||
_213 |
Cool Japan Diffusion 2.1.2 | Y | |
_214 |
WD 1.5 Beta 2 | ||
_215 |
WD 1.5 Beta 3 | Y | |
_216 |
YiffAI | ||
_217 |
Stable Diffusion v2-1 | Y | |
_218 |
RuminationDiffusion | Y | |
_219 |
Scream-SemiRealistic | Y | |
_220 |
Realgar-v2.1 | Y | Y |
_221 |
RheaSilvia | Y | |
_222 |
MuaccaMix | Y | |
_223 |
hakoMayBoy | Y | |
_224 |
Hurricane | Y(a) |
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