| # 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) V-Pred-0.65S-Version](https://civitai.com/models/833294?modelVersionId=1093948) | |
| - [NoobAI-XL (NAI-XL) Epsilon-pred 1.0-version](https://civitai.com/models/833294?modelVersionId=1022833) | |
| # Recipe | |
| 1. Merge using `sd-mecha for ComfyUI`. ( below sd-mecha format recipe ) | |
| ``` | |
| model "sdxl\noob_v_pencil-XL-v0.5.0.safetensors" "sdxl" "base" | |
| model "sdxl\noob_v_pencil-XL-0.75s.safetensors" "sdxl" "base" | |
| model "sdxl\noobaiXLNAIXL_epsilonPred10Version.safetensors" "sdxl" "base" | |
| merge "clamped_add_opposite" &0 &1 &2 alpha=1.0 | |
| model "sdxl\noob_v_pencil-XL-v0.3.0.safetensors" "sdxl" "base" | |
| model "sdxl\noobaiXLNAIXL_vPred065SVersion.safetensors" "sdxl" "base" | |
| merge "clamped_add_opposite" &3 &4 &5 alpha=1.0 | |
| model "sdxl\noobaiXLNAIXL_vPred075SVersion.safetensors" "sdxl" "base" | |
| merge "add_cosine_b" &6 &7 alpha=0.05 | |
| ``` | |
| 2. Add `v_pred` and `ztsnr` keys. | |
| ```python | |
| BASE_MODEL_NAME = "noob_v_pencil-XL-v0.5.1" | |
| 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") | |
| ``` |