{ "id": "c900b470-120c-42e5-907f-b63005e814f4", "revision": 0, "last_node_id": 84, "last_link_id": 143, "nodes": [ { "id": 5, "type": "ResizeImageMaskNode", "pos": [ -307.21549080622606, 857.4854075884302 ], "size": [ 270, 106 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 122 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 5 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "ver": "0.33.0" }, "widgets_values": [ "scale total pixels", 1, "bicubic" ], "widgets_values_named": { "resize_type": "scale total pixels", "resize_type.megapixels": 1, "scale_method": "bicubic" }, "color": "#233", "bgcolor": "#355" }, { "id": 6, "type": "CLIPLoader", "pos": [ -365.3076555175217, 630.8507921951932 ], "size": [ 325.4143077141439, 106 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 9 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "ver": "0.30.0", "models": [ { "name": "gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2.5/resolve/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors", "directory": "text_encoders" } ] }, "widgets_values": [ "gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors", "ltxv", "default" ], "widgets_values_named": { "clip_name": "gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors", "type": "ltxv", "device": "default" }, "color": "#432", "bgcolor": "#653" }, { "id": 7, "type": "MarkdownNote", "pos": [ -550.8426050429134, 41.048894860076885 ], "size": [ 510.9492572395354, 505.8539537154302 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "## models\n- diffusion_models\n - [ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/diffusion_models/ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors) (21.5 GB)\n- latent_upscale_models\n - [ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/latent_upscale_models/ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors) (996 MB)\n- loras\n - [ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Clean-Plate) (327 MB)\n- text_encoders\n - [gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors) (15.4 GB)\n- vae\n - [ltx-2.5-video-vae-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-bf16.safetensors) (1.47 GB)\n - [ltx-2.5-audio-vae-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-audio-vae-bf16.safetensors) (365 MB)\n\n```text\nπŸ“‚ComfyUI/\n└── πŸ“‚models/\n β”œβ”€β”€ πŸ“‚diffusion_models/\n β”‚ └── ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors\n β”œβ”€β”€ πŸ“‚latent_upscale_models/\n β”‚ └── ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors\n β”œβ”€β”€ πŸ“‚loras/\n β”‚ └── ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors\n β”œβ”€β”€ πŸ“‚text_encoders/\n β”‚ └── gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors\n └── πŸ“‚vae/\n β”œβ”€β”€ ltx-2.5-video-vae-bf16.safetensors\n └── ltx-2.5-audio-vae-bf16.safetensors\n```\n\n## guide\n\n- [ζ—₯本θͺž](https://comfyui.nomadoor.net/ja/basic-workflows/ltx-2-5/)\n- [English](https://comfyui.nomadoor.net/en/basic-workflows/ltx-2-5/)\n- [δΈ­ζ–‡](https://comfyui.nomadoor.net/zh/basic-workflows/ltx-2-5/)" ], "widgets_values_named": { "text": "## models\n- diffusion_models\n - [ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/diffusion_models/ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors) (21.5 GB)\n- latent_upscale_models\n - [ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/latent_upscale_models/ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors) (996 MB)\n- loras\n - [ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Clean-Plate) (327 MB)\n- text_encoders\n - [gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors) (15.4 GB)\n- vae\n - [ltx-2.5-video-vae-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-bf16.safetensors) (1.47 GB)\n - [ltx-2.5-audio-vae-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-audio-vae-bf16.safetensors) (365 MB)\n\n```text\nπŸ“‚ComfyUI/\n└── πŸ“‚models/\n β”œβ”€β”€ πŸ“‚diffusion_models/\n β”‚ └── ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors\n β”œβ”€β”€ πŸ“‚latent_upscale_models/\n β”‚ └── ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors\n β”œβ”€β”€ πŸ“‚loras/\n β”‚ └── ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors\n β”œβ”€β”€ πŸ“‚text_encoders/\n β”‚ └── gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors\n └── πŸ“‚vae/\n β”œβ”€β”€ ltx-2.5-video-vae-bf16.safetensors\n └── ltx-2.5-audio-vae-bf16.safetensors\n```\n\n## guide\n\n- [ζ—₯本θͺž](https://comfyui.nomadoor.net/ja/basic-workflows/ltx-2-5/)\n- [English](https://comfyui.nomadoor.net/en/basic-workflows/ltx-2-5/)\n- [δΈ­ζ–‡](https://comfyui.nomadoor.net/zh/basic-workflows/ltx-2-5/)" }, "color": "#323", "bgcolor": "#535" }, { "id": 8, "type": "ResizeImageMaskNode", "pos": [ -8.716586028064853, 857.4854075884302 ], "size": [ 270, 106 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 5 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 8, 106 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "ver": "0.33.0" }, "widgets_values": [ "scale to multiple", 32, "bicubic" ], "widgets_values_named": { "resize_type": "scale to multiple", "resize_type.multiple": 32, "scale_method": "bicubic" }, "color": "#233", "bgcolor": "#355" }, { "id": 9, "type": "VAELoader", "pos": [ 68.58927016254766, 318.00176117491884 ], "size": [ 351.8933408122417, 58 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 128 ] } ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.30.0", "models": [ { "name": "ltx-2.5-audio-vae-bf16.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2.5/resolve/main/vae/ltx-2.5-audio-vae-bf16.safetensors", "directory": "vae" } ] }, "widgets_values": [ "ltx-2.5-audio-vae-bf16.safetensors" ], "widgets_values_named": { "vae_name": "ltx-2.5-audio-vae-bf16.safetensors" }, "color": "#322", "bgcolor": "#533" }, { "id": 10, "type": "VAELoader", "pos": [ 68.58927016254766, 190 ], "size": [ 351.8933408122417, 58 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 27, 104 ] } ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.30.0", "models": [ { "name": "ltx-2.5-video-vae-bf16.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2.5/resolve/main/vae/ltx-2.5-video-vae-bf16.safetensors", "directory": "vae" } ] }, "widgets_values": [ "ltx-2.5-video-vae-bf16.safetensors" ], "widgets_values_named": { "vae_name": "ltx-2.5-video-vae-bf16.safetensors" }, "color": "#322", "bgcolor": "#533" }, { "id": 11, "type": "UNETLoader", "pos": [ 68.58927016254766, 43.09947318916058 ], "size": [ 351.8933408122417, 82 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 20 ] } ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "ver": "0.30.0", "models": [ { "name": "ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2.5/resolve/main/diffusion_models/ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors", "directory": "diffusion_models" } ] }, "widgets_values": [ "ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors", "weight_dtype": "default" }, "color": "#323", "bgcolor": "#535" }, { "id": 14, "type": "GetImageSize", "pos": [ 280.682391768687, 1163.0670669847202 ], "size": [ 210, 136 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 8 } ], "outputs": [ { "name": "width", "type": "INT", "links": [ 96 ] }, { "name": "height", "type": "INT", "links": [ 97 ] }, { "name": "batch_size", "type": "INT", "links": [ 19, 137 ] } ], "properties": { "Node name for S&R": "GetImageSize", "cnr_id": "comfy-core", "ver": "0.33.0" } }, { "id": 15, "type": "CLIPTextEncode", "pos": [ 16.979437186424533, 459.4658611749193 ], "size": [ 403.50317378836485, 178.09168459401417 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 9 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 10, 11 ] } ], "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.56", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "An empty clean plate of the exact same scene: a sunny park with a green grass lawn, a large tree trunk with leafy branches and hanging moss in the center, an old weathered tree stump with exposed roots in the foreground, a road behind with a parked white SUV and a white pickup truck, and a red brick building in the distance, as in the source video. No people, no humans, no figures, and no body parts such as arms, hands, hair or legs anywhere in the frame. No cast shadows of a person on the stump or the grass. Static photorealistic footage, natural overcast daylight, high detail. Keep the tree stump intact." ], "widgets_values_named": { "text": "An empty clean plate of the exact same scene: a sunny park with a green grass lawn, a large tree trunk with leafy branches and hanging moss in the center, an old weathered tree stump with exposed roots in the foreground, a road behind with a parked white SUV and a white pickup truck, and a red brick building in the distance, as in the source video. No people, no humans, no figures, and no body parts such as arms, hands, hair or legs anywhere in the frame. No cast shadows of a person on the stump or the grass. Static photorealistic footage, natural overcast daylight, high detail. Keep the tree stump intact." } }, { "id": 16, "type": "ConditioningZeroOut", "pos": [ 204.5296635316076, 710.0118747447405 ], "size": [ 215.95294744318176, 26 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 10 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 12 ] } ], "properties": { "cnr_id": "comfy-core", "Node name for S&R": "ConditioningZeroOut" } }, { "id": 17, "type": "LTXVConditioning", "pos": [ 537.888494803611, 574.6357193684116 ], "size": [ 270, 86.66666666666667 ], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 11 }, { "name": "negative", "type": "CONDITIONING", "link": 12 }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 125 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 25 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 26 ] } ], "properties": { "Node name for S&R": "LTXVConditioning", "cnr_id": "comfy-core", "ver": "0.3.56", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 25 ], "widgets_values_named": { "frame_rate": 25 } }, { "id": 19, "type": "GetICLoRAParameters", "pos": [ 539.205877616111, 725.6093621993905 ], "size": [ 270, 26 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "iclora_model", "type": "MODEL", "link": 16 } ], "outputs": [ { "name": "iclora_parameters", "type": "IC_LORA_PARAMETERS", "links": [ 30 ] } ], "properties": { "Node name for S&R": "GetICLoRAParameters", "cnr_id": "comfy-core", "ver": "0.33.0" }, "color": "#233", "bgcolor": "#355" }, { "id": 20, "type": "EmptyLTXVLatentVideo", "pos": [ 539.205877616111, 1136.988371416236 ], "size": [ 270, 146.66666666666669 ], "flags": {}, "order": 26, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 96 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 97 }, { "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 19 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 28 ] } ], "properties": { "Node name for S&R": "EmptyLTXVLatentVideo", "cnr_id": "comfy-core", "ver": "0.3.60", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 352, 256, 97, 1 ], "widgets_values_named": { "width": 352, "height": 256, "length": 97, "batch_size": 1 } }, { "id": 21, "type": "LoraLoaderModelOnly", "pos": [ 470.04791964912494, 43.09947318916058 ], "size": [ 317.933904474432, 82 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 20 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 16, 115 ] } ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ver": "0.33.0", "models": [ { "name": "ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Clean-Plate/resolve/main/ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors", "directory": "loras" } ] }, "widgets_values": [ "ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors", 1 ], "widgets_values_named": { "lora_name": "ltx-2.5-22b-ic-lora-clean-plate-1.0.safetensors", "strength_model": 1 }, "color": "#233", "bgcolor": "#355" }, { "id": 25, "type": "Reroute", "pos": [ 1080.5631221778365, 43.09947318916058 ], "size": [ 75, 26 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 115 } ], "outputs": [ { "name": "", "type": "MODEL", "links": [ 34 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 26, "type": "LTXVAddGuide", "pos": [ 886.3144369787376, 574.6357193684116 ], "size": [ 270, 202 ], "flags": {}, "order": 28, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 25 }, { "name": "negative", "type": "CONDITIONING", "link": 26 }, { "name": "vae", "type": "VAE", "link": 27 }, { "name": "latent", "type": "LATENT", "link": 28 }, { "name": "image", "type": "IMAGE", "link": 107 }, { "name": "attention_mask", "shape": 7, "type": "MASK", "link": null }, { "name": "iclora_parameters", "shape": 7, "type": "IC_LORA_PARAMETERS", "link": 30 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 35, 44 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 36, 45 ] }, { "name": "latent", "type": "LATENT", "links": [ 143 ] } ], "properties": { "Node name for S&R": "LTXVAddGuide", "cnr_id": "comfy-core", "ver": "0.33.0" }, "widgets_values": [ 0, 1 ], "widgets_values_named": { "frame_idx": 0, "strength": 1 }, "color": "#233", "bgcolor": "#355" }, { "id": 28, "type": "ManualSigmas", "pos": [ 1235.6304192303603, 1001.5355148233984 ], "size": [ 270, 58 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 40 ] } ], "properties": { "Node name for S&R": "ManualSigmas", "cnr_id": "comfy-core", "ver": "0.14.1" }, "widgets_values": [ "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" ], "widgets_values_named": { "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" } }, { "id": 29, "type": "LTXVConcatAVLatent", "pos": [ 1235.6304192303603, 1136.988371416236 ], "size": [ 270, 46 ], "flags": {}, "order": 30, "mode": 0, "inputs": [ { "name": "video_latent", "type": "LATENT", "link": 143 }, { "name": "audio_latent", "type": "LATENT", "link": 133 } ], "outputs": [ { "name": "latent", "type": "LATENT", "links": [ 41 ] } ], "properties": { "Node name for S&R": "LTXVConcatAVLatent", "cnr_id": "comfy-core", "ver": "0.7.0", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "color": "#332922", "bgcolor": "#593930" }, { "id": 30, "type": "LTXVDualCFGGuider", "pos": [ 1235.6304192303603, 655.7495933043892 ], "size": [ 270, 122 ], "flags": {}, "order": 29, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 34 }, { "name": "positive", "type": "CONDITIONING", "link": 35 }, { "name": "negative", "type": "CONDITIONING", "link": 36 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "links": [ 38 ] } ], "properties": { "Node name for S&R": "LTXVDualCFGGuider", "cnr_id": "comfy-core", "ver": "0.32.0" }, "widgets_values": [ 1, 1 ], "widgets_values_named": { "video_cfg": 1, "audio_cfg": 1 } }, { "id": 31, "type": "KSamplerSelect", "pos": [ 1235.6304192303603, 855.2024498972269 ], "size": [ 270, 68.88020833333334 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 39 ] } ], "properties": { "Node name for S&R": "KSamplerSelect", "cnr_id": "comfy-core", "ver": 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