<h1 id="anima-merge-tools">Anima Merge Tools</h1><p></p><hr /><hr /><h2 id="anima-checkpoint-block-merge-gui">Anima CheckPoint Block Merge GUI</h2><p></p><h3 id="this-is-a-program-for-layer-wise-merging-of-anima-based-checkpoints."><span style="color:rgb(18, 184, 134)">This is a program for layer-wise merging of Anima-based checkpoints.</span></h3><h3 id="the-latest-version-incorporates-the-features-of-lora-to-checkpoint-merge-gui."><span style="color:rgb(18, 184, 134)">The latest version incorporates the features of LoRA to CheckPoint Merge GUI.</span></h3><p><span style="color:rgb(250, 82, 82)">※ It is still being evaluated whether layer-wise merging is effective for Anima-based checkpoints.</span></p><p></p><p><span style="color:rgb(250, 82, 82)">When merging multiple character LoRAs to generate two characters simultaneously, using only Danbooru(Gelbooru) tags can easily cause the characters' features to become mixed. Therefore, please describe each character's distinctive features in natural language.</span></p><p></p><h3 id="np-lora"><span style="color:rgb(18, 184, 134)"><strong>NP-LoRA</strong></span></h3><p></p><p>Please refer to README.html for installation and usage instructions.</p><hr /><hr /><h2 id="anima-lora-to-checkpoint-merge-gui">Anima LoRA to CheckPoint Merge GUI</h2><p></p><h3 id="when-an-anima-lora-is-merged-into-a-checkpoint-in-comfyui-and-then-used-for-training-with-sd-scripts-an-error-occurs.-this-program-is-intended-to-solve-that-problem."><span style="color:rgb(18, 184, 134)">When an Anima LoRA is merged into a checkpoint in ComfyUI and then used for training with sd-scripts, an error occurs. This program is intended to solve that problem.</span></h3><hr /><h3 id="acknowledgements">Acknowledgements</h3><p>This tool is built on top of:</p><ul><li><p>sd-scripts (kohya-ss)<br /><a target="_blank" rel="ugc" href="https://github.com/kohya-ss/sd-scripts">https://github.com/kohya-ss/sd-scripts</a></p></li></ul><p>The LoRA Optimizer feature is inspired by:</p><ul><li><p>ComfyUI-LoRA-Optimizer<br /><a target="_blank" rel="ugc" href="https://github.com/ethanfel/ComfyUI-LoRA-Optimizer">https://github.com/ethanfel/ComfyUI-LoRA-Optimizer</a></p></li></ul><p></p><p>Please refer to README.html for installation and usage instructions.</p>

Anima Merge Tools

<p><a target="_blank" rel="ugc" href="https://arxiv.org/abs/2606.10617">SSR-Merge</a></p><p>SSR-Merge is intended for merging two character LoRAs, or a character LoRA with an outfit LoRA.</p><p><a target="_blank" rel="ugc" href="https://arxiv.org/abs/2511.11051">NP-LoRA</a></p><p>NP-LoRA is intended for adjusting and merging a character LoRA or concept LoRA while preserving the art style of the style LoRA.</p><p>I have uploaded sample images showing the results of <strong>SSR-Merge</strong> with two character LoRAs, as well as the results of <strong>NP-LoRA</strong> merging a style LoRA with a pose LoRA.</p>

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