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Co-authored-by: Ares <MarcusAureliusSun@users.noreply.huggingface.co>

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for S&R\": \"SamplerCustomAdvanced\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 749, \"type\": \"CLIPTextEncode\", \"pos\": [-1528.800000000001, 823.3000000000002], \"size\": [400, 200], \"flags\": {}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"name\": \"clip\", \"type\": \"CLIP\", \"link\": 1359}], \"outputs\": [{\"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [1361]}], \"title\": \"CLIP Text Encode (Negative Prompt)\", \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.3.59\", \"Node name for S&R\": \"CLIPTextEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"This low quality greyscale unfinished sketch is inaccurate and flawed. The image is very blurred and lacks detail with excessive chromatic aberrations and artifacts. The image is overly saturated with excessive bloom. It has a toony aesthetic with bold outlines and flat colors. \"], \"color\": \"#322\", \"bgcolor\": \"#533\"}, {\"id\": 743, \"type\": \"MarkdownNote\", \"pos\": [-2970, 530], \"size\": [640, 580], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Chroma final model has been released and is hosted [here](https://huggingface.co/lodestones/Chroma1-HD). You can visit [here](https://huggingface.co/lodestones/Chroma) to get previous versions for download. For other models, if you have used models related to Flux, then you probably don't need to download them again.\\n\\n## diffusion_models\\n\\n[Chroma1-HD.safetensors](https://huggingface.co/lodestones/Chroma1-HD/resolve/main/Chroma1-HD.safetensors)\\n\\nor fp8_scaled version for lower VRAM GPU\\n\\n[Chroma1-HD-fp8_scaled_rev2.safetensors](https://huggingface.co/silveroxides/Chroma1-HD-fp8-scaled/resolve/main/Chroma1-HD-fp8_scaled_rev2.safetensors)\\n\\n\\n## text_encoders\\n\\n[t5xxl_fp16](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors)\\n\\nor\\n\\n[t5xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors)\\n\\n## vae\\n\\n[ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors)\\n\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500 \\ud83d\\udcc2 diffusion_models/\\n\\u2502 \\u2502 \\u251c\\u2500\\u2500 Chroma1-HD-fp8_scaled_rev2_learned_topp0.25_k16-2688_svd.safetensors\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 Chroma1-HD.safetensors\\n\\u2502 \\u251c\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u251c\\u2500\\u2500 t5xxl_fp8_e4m3fn_scaled.safetensors\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 t5xxl_fp16.safetensors \\n\\u2502 \\u2514\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 ae.safetensors\\n```\\n\"], \"color\": \"#432\", \"bgcolor\": \"#653\"}, {\"id\": 734, \"type\": \"BasicScheduler\", \"pos\": [-1758, 1567], \"size\": [210, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"name\": \"model\", \"type\": \"MODEL\", \"link\": 1371}], \"outputs\": [{\"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [1353]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.3.59\", \"Node name for S&R\": \"BasicScheduler\", \"enableTabs\": false, \"tabWidth\": 65, 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For other models, if you have used models related to Flux, then you probably don't need to download them again.\\n\\n## diffusion_models\\n\\n[Chroma1-HD.safetensors](https://huggingface.co/lodestones/Chroma1-HD/resolve/main/Chroma1-HD.safetensors)\\n\\nor fp8_scaled version for lower VRAM GPU\\n\\n[Chroma1-HD-fp8_scaled_rev2.safetensors](https://huggingface.co/silveroxides/Chroma1-HD-fp8-scaled/resolve/main/Chroma1-HD-fp8_scaled_rev2.safetensors)\\n\\n\\n## text_encoders\\n\\n[t5xxl_fp16](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors)\\n\\nor\\n\\n[t5xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors)\\n\\n## vae\\n\\n[ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors)\\n\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500 \\ud83d\\udcc2 diffusion_models/\\n\\u2502 \\u2502 \\u251c\\u2500\\u2500 Chroma1-HD-fp8_scaled_rev2_learned_topp0.25_k16-2688_svd.safetensors\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 Chroma1-HD.safetensors\\n\\u2502 \\u251c\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u251c\\u2500\\u2500 t5xxl_fp8_e4m3fn_scaled.safetensors\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 t5xxl_fp16.safetensors \\n\\u2502 \\u2514\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 ae.safetensors\\n```\\n\"], \"color\": \"#432\", \"bgcolor\": \"#653\"}, {\"id\": 734, \"type\": \"BasicScheduler\", \"pos\": [-1758, 1567], \"size\": [210, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"name\": \"model\", \"type\": \"MODEL\", \"link\": 1371}], \"outputs\": [{\"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [1353]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.3.59\", \"Node name for S&R\": \"BasicScheduler\", \"enableTabs\": false, \"tabWidth\": 65, 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+ "description": "<p>Girls with Slavic appearance for Chroma</p><p><span style=\"color:rgb(18, 184, 134)\">Show imagination and creativity. The style is not limited to the pictures from the preview.</span></p><p><span style=\"color:rgb(230, 73, 128)\">You can find my guide to creating LoRa Styles, Early access and Exclusive models on my</span> <a target=\"_blank\" rel=\"ugc\" href=\"https://boosty.to/blacksnowskill\"><span style=\"color:rgb(190, 75, 219)\"><u>https://boosty.to/blacksnowskill</u></span></a><span style=\"color:rgb(190, 75, 219)\"> </span><span style=\"color:rgb(230, 73, 128)\">or just support me 💜</span></p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://t.me/blacksnowskill\">https://t.me/blacksnowskill</a><a target=\"_blank\" rel=\"ugc\" href=\"https://t.me/blacksnowskill\"> - exclusive NSFW content</a></p><p></p><p><span style=\"color:rgb(250, 82, 82)\"><strong>Notice: This model is protected by copyright. Copying, distribution, merging with other models, or use on other websites without the explicit written permission of the author is prohibited.</strong></span></p>",
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1
+ {
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+ "id": 1939453,
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+ "name": "Consistence Edit Lora",
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+ "description": "<p>Klein 4B Consistency Lora</p><p>This lora inspired by ByteDance <a rel=\"ugc\" href=\"https://github.com/PKU-YuanGroup/Helios\">Heilos</a> Easy Anti-Drifting method.</p><p>I implemented Frame-Aware Corrupt (Reference Latent Corrupt) latent and Color Statistics Loss. </p><p>In additionally, I use frequence split dataset which created by converting an image into frequence domain and split it into high freq image and low freq image.</p><p>Reference: low freq image, high freq image (0.8 dropout rate on high freq image)</p><p>Target: clean image</p><p>lr: 2e-4</p><p>scheduler: cosine</p><p>optimizer: adamw8bit</p><p>steps: 6000</p><p></p><p>Suggested Prompt:</p><p>{edit prompt}. Transform the image to realistic photograph. add realistic details to the corrupted image. restore high frequence details from the corrupted image.</p><p></p><p>Suggested Strength:</p><p>0.5-0.7</p><p>Trained on 4B based. This lora aims to preserve image consistence across multiple input images. Control the lora via lora strength.</p><p></p><p>More strength means more consistence but it would also hurt edit abilities.</p><p>Different image might has different optimal lora strength.</p><p></p><p>Flux2 Klein 9B Consist Lora</p><p></p><p>HuggingFace:</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/lrzjason/Consistance_Edit_Lora\">https://huggingface.co/lrzjason/Consistance_Edit_Lora</a></p><p></p><p>Klein 9B Consis Lora</p><p>Suggested Prompt:</p><p>restore image details</p><p></p><p>Flux2 Klein 9B Consis Lora</p><p>Trained on 9B based. This lora aims to preserve image consistence across multiple input images. Control the lora via lora strength.</p><p>Suggested strength: 0.2~1.5</p><p>Use with any prompts.</p><p>More strength means more consistence but it would also hurt edit abilities.</p><p>Different image might has different optimal lora strength.</p><p></p><p>RH:</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/post/2016109710943981570/?inviteCode=rh-v1279\">https://www.runninghub.ai/post/2016109710943981570/?inviteCode=rh-v1279</a></p><p></p><p>======================QE2511================================</p><p>RH:</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/model/public/2010085010870640641?inviteCode=rh-v1279\">https://www.runninghub.ai/model/public/2010085010870640641?inviteCode=rh-v1279</a></p><p></p><p>Custom_node:</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/lrzjason/Comfyui-QwenEditUtils\">https://github.com/lrzjason/Comfyui-QwenEditUtils</a></p><p></p><p>QE2511 Alpha is trained on QwenEdit 2511.</p><p>As same as previous lora, this lora helps to maintain image consistence.</p><p>The lora is trained using nf4 qlora.</p><p></p><p>V2 lora is trained for QwenEditPlus aka QwenImage Edit (2509)</p><p>It is recommanded to use with strength between 0.5 ~1.0 for multiple images</p><p>0~0.5 for single image</p><p></p><p>It needs to use with workflow v4.0 <a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/1939540?modelVersionId=2256750\">https://civitai.com/models/1939540</a></p><p>RH workflow:</p><p>QwenEdit Consistence Edit workflow v4.0</p><p>Experience link: <a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/post/1965033238311915522\">https://www.runninghub.ai/post/1965033238311915522</a><a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279\">/?inviteCode=rh-v1279</a></p><p></p><p>QwenEdit Consistence Edit workflow v2.0</p><p>Solved pixels shift issue and keep qwenvl encode image ability.</p><p>RH workflow:</p><p>QwenEdit Consistence Edit workflow v2.0</p><p>Experience link: <a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279\">https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279</a></p><p></p><p>Trained with no ref image into qwenvl.</p><p>This lora typical to test the consistency with kontext like workflow.</p><p></p><p>It is suggested to use 0.45~0.5 lora stregth</p><p></p><p>Workflow:</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/1939540/qwenedit-consistance-edit-workflow\">https://civitai.com/models/1939540/qwenedit-consistance-edit-workflow</a></p><p></p><p>RH workflow:</p><p>It's extremely fun and I highly recommend it to you!</p><p>Workflow: QwenEdit Consistence Edit workflow</p><p>Experience link: <a target=\"_blank\" rel=\"ugc\" href=\"https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279\">https://www.runninghub.ai/post/1965033238311915522/?inviteCode=rh-v1279</a></p>",
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