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README.md
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library_name: diffusers
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# AstolfoMix-XL (TGMD / TSD / TIES-SOUP / Extended-FP64 / Baseline) #
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- Unsolved merge, even with experience on [SD1](https://huggingface.co/6DammK9/AstolfoMix) and [SD2](https://huggingface.co/6DammK9/AstolfoMix-SD2).
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- See [full article in Github](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/README_XL.MD)
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- Since "Extended-FP64", dedicated merger [sd-mecha](https://github.com/ljleb/sd-mecha) is used. It is the SD version of [mergekit](https://arxiv.org/abs/2403.13257).
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- Preview here are powered by the top session of `README.md` and converting SDXL model from A1111 standalone file into diffuers via [convert_sdxl_to_diffusers.py](https://github.com/Linaqruf/sdxl-model-converter/blob/main/convert_sdxl_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.
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## TGMD (TIES-GeometricMedian w/ DROP) ##
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- [TGMD Merge](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch01/modelstock.md#spinoff-model-stonk-by-calculate-geometric-median-with-gradient-descent) of 116 SDXL models, [unfiltered](https://wealthie.works/just-buy-the-haystack-investing-advice-that-works/). TGMD is an algorithm modified from [Model Stock](https://arxiv.org/abs/2403.19522).
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|04|Uniform Soup|`x63-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.safetensors`|70|52|61|42|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x63-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.mecha)|
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|05|TIES-SOUP|`x72a-AstolfoMix-240421-feefbf4.safetensors`|73|73|73|73|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x72a-AstolfoMix-240421-feefbf4.mecha)|
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|06|TIES-SOUP w/ DROP|`x101a-AstolfoMix-24050903-4edc67c.safetensors`|102|102|102|102|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x101a-AstolfoMix-24050903-4edc67c.mecha)|
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|07|TGMD: TIES-GeometricMedian w/ DROP|`x116a-AstolfoMix-24060702-01823a9.safetensors`|
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## TGMD in nutshell ##
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library_name: diffusers
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---
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# AstolfoMix-XL (TGMD-192 / TGMD / TSD / TIES-SOUP / Extended-FP64 / Baseline) #
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- Unsolved merge, even with experience on [SD1](https://huggingface.co/6DammK9/AstolfoMix) and [SD2](https://huggingface.co/6DammK9/AstolfoMix-SD2).
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- See [full article in Github](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/README_XL.MD)
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- Since "Extended-FP64", dedicated merger [sd-mecha](https://github.com/ljleb/sd-mecha) is used. It is the SD version of [mergekit](https://arxiv.org/abs/2403.13257).
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- Preview here are powered by the top session of `README.md` and converting SDXL model from A1111 standalone file into diffuers via [convert_sdxl_to_diffusers.py](https://github.com/Linaqruf/sdxl-model-converter/blob/main/convert_sdxl_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.
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## TGMD-192 ##
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- Scaled up version from TGMD (from 117 to 192)
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- [Recipe](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x191a-AstolfoMix-24083001-3360d18.mecha), [E2E merger](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/astolfo_mix_e2e.ipynb).
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- Current version: `x191a-AstolfoMix-24083001-3360d18.safetensors`
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- Recommended version: "x191a"
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- Recommended CFG: 4.5 (with CHG = 1.0), 3.0 (with PAG = 1.0)
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- *Prompt is minimal. Even empty.*
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![241007-2435649982-2016-1152-3-256-20240906071641.jpg](https://huggingface.co/6DammK9/AstolfoMix-XL/resolve/main/241007-2435649982-2016-1152-3-256-20240906071641.jpg)
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```
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parameters
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(car:0), [[lamborghini]], (1boy:0), [astolfo]
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Steps: 256, Sampler: Euler, Schedule type: Automatic, CFG scale: 3, Seed: 2435649982, Size: 1344x768, Model hash: 4c118beaa8, Model: x191a-AstolfoMix-24083001-3360d18, 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: 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 SANF: True, PAG Scale: 1, PAG Start Step: 0, PAG End Step: 2048, Version: v1.10.1
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```
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## TGMD (TIES-GeometricMedian w/ DROP) ##
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- [TGMD Merge](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch01/modelstock.md#spinoff-model-stonk-by-calculate-geometric-median-with-gradient-descent) of 116 SDXL models, [unfiltered](https://wealthie.works/just-buy-the-haystack-investing-advice-that-works/). TGMD is an algorithm modified from [Model Stock](https://arxiv.org/abs/2403.19522).
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|04|Uniform Soup|`x63-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.safetensors`|70|52|61|42|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x63-AstolfoMix-x60te0x41te1-e2e-240407-feefbf4.mecha)|
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|05|TIES-SOUP|`x72a-AstolfoMix-240421-feefbf4.safetensors`|73|73|73|73|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x72a-AstolfoMix-240421-feefbf4.mecha)|
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|06|TIES-SOUP w/ DROP|`x101a-AstolfoMix-24050903-4edc67c.safetensors`|102|102|102|102|[mecha](https://github.com/6DammK9/nai-anime-pure-negative-prompt/blob/main/ch05/recipes/x101a-AstolfoMix-24050903-4edc67c.mecha)|
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|07|TGMD: TIES-GeometricMedian w/ DROP|`x116a-AstolfoMix-24060702-01823a9.safetensors`|117|117|117|117|[mecha](./recipes/x116a-AstolfoMix-24060702-01823a9.mecha)|
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|08|TGMD-192: Scaled up from TGMD|`x191a-AstolfoMix-24083001-3360d18.safetensors`|192|192|192|192|[mecha](./recipes/x191a-AstolfoMix-24083001-3360d18.mecha)|
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## TGMD in nutshell ##
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