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+ # Tools
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+ - [ComfyUI](https://github.com/comfyanonymous/ComfyUI)
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+ - [sd-mecha](https://github.com/ljleb/sd-mecha)
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+ - [sd-mecha for Comfyui](https://github.com/ljleb/comfy-mecha)
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+ - [Concept Sliders](https://github.com/rohitgandikota/sliders)
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+
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+ # Checkpoints
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+ - [NoobAI-XL (NAI-XL) EpsilonV-Pred-0.65S-Version](https://civitai.com/models/833294?modelVersionId=1093948)
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+ - [NoobAI-XL (NAI-XL) Epsilon-pred 1.0-version](https://civitai.com/models/833294?modelVersionId=1022833)
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+ - [Rillusm - Realistic Illustrious v1.0](https://civitai.com/models/959736?modelVersionId=1074511)
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+ - [anima_pencil-XL-v5.0.0](https://huggingface.co/bluepen5805/anima_pencil-XL)
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+ - [SD-XL 1.0-base](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)
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+
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+ # LoRAs
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+ - self-made ConceptSliders
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+
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+ # Recipe
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+
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+ 1. Merge using `sd-mecha for ComfyUI`. ( below sd-mecha format recipe )
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+ ```
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+ model "sdxl\noob_v_pencil-XL-v0.2.5.safetensors" "sdxl" "base"
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+ model "sdxl\noobaiXLNAIXL_vPred065SVersion.safetensors" "sdxl" "base"
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+ model "sdxl\noobaiXLNAIXL_epsilonPred10Version.safetensors" "sdxl" "base"
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+ model "sdxl\anima_pencil-XL-v5.0.0.safetensors" "sdxl" "base"
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+ model "sdxl\sd_xl_base_1.0.safetensors" "sdxl" "base"
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+ merge "train_difference" &2 &3 &4 alpha=0.525
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+ merge "train_difference" &5 &1 &2 alpha=0.975
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+ merge "add_cosine_b" &1 &6 alpha=1.0
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+ merge "train_difference" &0 &7 &1 alpha=1.0
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+ dict sdxl_txt_default=0.0 sdxl_txt2_default=0.0 sdxl_unet_default=0.25
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+ merge "weighted_sum" &0 &8 alpha=&9
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+ merge "train_difference" &10 &0 &1 alpha=0.2
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+ model "sdxl\rillusmRealistic_v10.safetensors" "sdxl" "base"
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+ merge "train_difference" &11 &12 &2 alpha=1.5
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+ merge "train_difference" &13 &1 &2 alpha=0.4
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+ merge "add_cosine_a" &11 &14 alpha=0.65
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+ model "concept_sliders_1.safetensors" "sdxl" "lora"
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+ merge "add_difference" &15 &16 alpha=8.0
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+ merge "add_difference" &17 &16 alpha=4.0
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+ model "concept_sliders_2.safetensors" "sdxl" "lora"
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+ merge "add_difference" &18 &19 alpha=16.0
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+ merge "add_cosine_a" &20 &0 alpha=0.0
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+ ```
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+
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+ 2. Add `v_pred` and `ztsnr` keys.
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+
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+ ```python
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+ BASE_MODEL_NAME = "noob_v_pencil-XL-v0.3.0"
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+
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+ tensors = {}
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+ with safe_open(BASE_MODEL_NAME + "-base.safetensors", framework="pt", device="cpu") as f:
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+ for key in f.keys():
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+ tensors[key] = f.get_tensor(key)
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+
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+ tensors["v_pred"] = torch.tensor([0.0])
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+ tensors["ztsnr"] = torch.tensor([0.0])
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+
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+ save_file(tensors, BASE_MODEL_NAME + ".safetensors")
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+ ```