| # Tools | |
| - [ComfyUI](https://github.com/comfyanonymous/ComfyUI) | |
| - [sd-mecha](https://github.com/ljleb/sd-mecha) | |
| - [sd-mecha for Comfyui](https://github.com/ljleb/comfy-mecha) | |
| - [Concept Sliders](https://github.com/rohitgandikota/sliders) | |
| # Checkpoints | |
| - [NoobAI-XL (NAI-XL) V-Pred-0.75S-Version](https://civitai.com/models/833294?modelVersionId=1140829) | |
| - [NoobAI-XL (NAI-XL) Epsilon-pred 1.0-version](https://civitai.com/models/833294?modelVersionId=1022833) | |
| - [Rillusm - Realistic Illustrious v1.0](https://civitai.com/models/959736?modelVersionId=1074511) | |
| - [illustrious_pencil-XL-v2.0.0](https://huggingface.co/bluepen5805/illustrious_pencil-XL) | |
| - [anima_pencil-XL-v5.0.0](https://huggingface.co/bluepen5805/anima_pencil-XL) | |
| - [SD-XL 1.0-base](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | |
| # LoRAs | |
| - self-made ConceptSliders | |
| # Recipe | |
| 1. Merge using `sd-mecha for ComfyUI`. ( below sd-mecha format recipe ) | |
| ``` | |
| model "sdxl\noob_v_pencil-XL-0.75s.safetensors" "sdxl" "base" | |
| model "sdxl\illustrious_pencil-XL-v2.0.0.safetensors" "sdxl" "base" | |
| model "sdxl\rillusmRealistic_v10.safetensors" "sdxl" "base" | |
| model "sdxl\noobaiXLNAIXL_epsilonPred10Version.safetensors" "sdxl" "base" | |
| merge "train_difference" &1 &2 &3 alpha=1.1 | |
| model "sdxl\noobaiXLNAIXL_vPred075SVersion.safetensors" "sdxl" "base" | |
| merge "train_difference" &4 &5 &3 alpha=1.1500000000000001 | |
| merge "add_cosine_a" &0 &6 alpha=0.65 | |
| merge "add_cosine_a" &7 &5 alpha=0.0 | |
| model "sdxl\noob_v_pencil-XL-v0.4.0.safetensors" "sdxl" "base" | |
| model "sdxl\noobaiXLNAIXL_vPred06Version.safetensors" "sdxl" "base" | |
| merge "clamped_add_opposite" &8 &9 &10 alpha=1.25 | |
| merge "slerp" &8 &11 alpha=0.6 | |
| model "sdxl\anima_pencil-XL-v5.0.0.safetensors" "sdxl" "base" | |
| model "sdxl\sd_xl_base_1.0.safetensors" "sdxl" "base" | |
| merge "train_difference" &3 &13 &14 alpha=0.525 | |
| merge "train_difference" &15 &5 &3 alpha=0.975 | |
| merge "clamped_add_opposite" &12 &16 &5 alpha=1.5 | |
| merge "add_cosine_a" &8 &17 alpha=1.0 | |
| merge "add_cosine_a" &18 &12 alpha=0.25 | |
| model "concept_sliders_1.safetensors" "sdxl" "lora" | |
| merge "add_difference" &0 &20 alpha=4.0 | |
| merge "train_difference" &12 &21 &0 alpha=4.0 | |
| model "concept_sliders_2.safetensors" "sdxl" "lora" | |
| merge "add_difference" &0 &23 alpha=1.0 | |
| merge "train_difference" &22 &24 &0 alpha=2.5 | |
| merge "add_cosine_a" &19 &25 alpha=0.5 | |
| ``` | |
| 2. Add `v_pred` and `ztsnr` keys. | |
| ```python | |
| BASE_MODEL_NAME = "noob_v_pencil-XL-v0.5.0" | |
| tensors = {} | |
| with safe_open(BASE_MODEL_NAME + "-base.safetensors", framework="pt", device="cpu") as f: | |
| for key in f.keys(): | |
| tensors[key] = f.get_tensor(key) | |
| tensors["v_pred"] = torch.tensor([0.0]) | |
| tensors["ztsnr"] = torch.tensor([0.0]) | |
| save_file(tensors, BASE_MODEL_NAME + ".safetensors") | |
| ``` |