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"PrimitiveFloat", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "widgets_values": [ 1 ] }, { "id": 972, "type": "Fast Groups Bypasser (rgthree)", "pos": [ -470.2597636242328, 2296.8744834616828 ], "size": [ 416.2087214762955, 137.8989207662039 ], "flags": {}, "order": 85, "mode": 0, "inputs": [], "outputs": [ { "name": "OPT_CONNECTION", "type": "*", "links": null } ], "properties": { "matchColors": "", "matchTitle": "2 pass", "showNav": true, "showAllGraphs": true, "sort": "position", "customSortAlphabet": "", "toggleRestriction": "default", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } } }, { "id": 843, "type": "PrimitiveInt", "pos": [ -1808.5346238420311, 3227.7832936704062 ], "size": [ 270, 82 ], "flags": {}, "order": 86, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 1542 ] } ], "title": "Resolution (Longer dimension)", "properties": { "cnr_id": "comfy-core", "ver": "0.17.0", "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "widgets_values": [ 960, "fixed" ], "color": "#432", "bgcolor": "#653" }, { "id": 957, "type": "Note", "pos": [ -476.940437448933, 2493.2643395435243 ], "size": [ 396.7075455976951, 104.14715752317034 ], "flags": {}, "order": 87, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "If you bypass the second pass, it's advisable not to downscale the video. That is, setting this value to 1.0 or 0.5 means you're generating a video with half the specified size. Additionally, you need to adjust the subject that SAM3 will use in the second pass." ], "color": "#432", "bgcolor": "#653" }, { "id": 973, "type": "Note", "pos": [ 1013.5895216737957, 1861.7029133473723 ], "size": [ 436.01825714127017, 154.51400668837596 ], "flags": {}, "order": 88, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "The quality of reference-based inpainting depends heavily on what you put in the prompt. You can describe the scene in a general way, but always with the new object included. Sometimes, a lack of detail will make the result turn out completely different. This can also happen, for example, when doing inpainting of a full person: if there is another person in the scene and you use a simple prompt, the model may try to use the person already present in the scene instead. That is why the prompt is so important, as well as the amount of space in the mask.\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 103, "type": "MarkdownNote", "pos": [ -2068.514636368842, 1723.668729434968 ], "size": [ 734.4661458333334, 1067.265625 ], "flags": {}, "order": 89, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "# LTX-2.3\n\n* Hugging Face: [Lightricks/LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3/)\n* GitHub: [LTX-2](https://github.com/Lightricks/LTX-2)\n\n## LTX-2.3 Prompting Tips\n\n1. **Core Actions**: describe events and actions as they happen over time\n2. **Visual Details**: describe all visual details you want to appear in the video\n3. **Audio**: describe any sounds and dialogue needed for the scene\n\n## Report LTX-2.3 Issues\n\nTo report issues when running this workflow, go here:\n[https://github.com/Lightricks/ComfyUI-LTXVideo/issues](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n---\n\n## Required Models and Files\n\n### diffusion_models\n\n**Option 1**\n\n* [ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors)\n\n> This model requires the **distilled LoRA** if you want to generate videos in **8 steps**.\n\n**Option 2**\n\n* [ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors)\n\n> This model **does not require** the distilled LoRA.\n\n---\n\n### vaes\n\n* [LTX23_audio_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_audio_vae_bf16.safetensors)\n* [LTX23_video_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_video_vae_bf16.safetensors)\n\n**For preview**\n\n* [taeltx2_3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/taeltx2_3.safetensors)\n\n---\n\n### projection text encoder\n\n* [ltx-2.3_text_projection_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors)\n\n---\n\n### text encoder\n\nYou can download the text encoder here:\n\n* [gemma_3_12B_it_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/ltx-2/blob/main/split_files/text_encoders/gemma_3_12B_it_fp8_scaled.safetensors)\n\n---\n\n### loras\n\n* [ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/loras/ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors)\n\n* [ltx23_inpaint_masked_r2v_rank32_v1_3000steps.safetensors](https://huggingface.co/Alissonerdx/LTX-LoRAs/resolve/main/ltx23_inpaint_masked_r2v_rank32_v1_3000steps.safetensors)\n\n\n> If you download\n> **ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors**,\n> use the LoRA above.\n\n---\n\n### upscalers\n\n**Spatial upscaler**\n\n* [ltx-2.3-spatial-upscaler-x2-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n**Temporal upscaler**\n\n* [ltx-2.3-temporal-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-temporal-upscaler-x2-1.0.safetensors)\n\n---\n\n## Model Folder Structure\n\n```text\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ ├── ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors\n│ │ └── ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors\n│ ├── 📂 vae/\n│ │ ├── LTX23_audio_vae_bf16.safetensors\n│ │ ├── LTX23_video_vae_bf16.safetensors\n│ │ └── taeltx2_3.safetensors\n│ ├── 📂 text_encoders/\n│ │ ├── ltx-2.3_text_projection_bf16.safetensors\n│ │ └── gemma_3_12B_it_fp8_scaled.safetensors\n│ ├── 📂 loras/\n│ │ ├── ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors\n│ │ └── ltx23_inpaint_masked_r2v_rank32_v1_3000steps.safetensors\n│ └── 📂 latent_upscale_models/\n│ ├── ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n│ └── ltx-2.3-temporal-upscaler-x2-1.0.safetensors\n```\n\n---\n\n## Important Notes\n\n* If you use **`ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors`**, you will also need the **distilled LoRA** to generate videos in **8 steps**.\n* If you use **`ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors`**, the **LoRA is not required**.\n* **`taeltx2_3.safetensors`** is used for **preview**.\n* Both **spatial** and **temporal** upscalers are optional.\n\n---\n\n## Report Issues\n\nBefore reporting any issue, make sure to update ComfyUI first:\n[ComfyUI update guide](https://docs.comfy.org/installation/update_comfyui)\n\n> Note: Desktop and Cloud releases follow stable builds, so some models supported in nightly versions may not be available yet.\n\n### Where to report each issue type\n\n* Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n* UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n* Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n\n\n" ], "color": "#222", "bgcolor": "#000" }, { "id": 978, "type": "Reroute", "pos": [ 3586.2053123391884, 2611.8323176815375 ], "size": [ 75, 26 ], "flags": {}, "order": 90, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": null } ], "outputs": [ { "name": "", "type": "*", "links": [] } ], "properties": { "showOutputText": false, "horizontal": false, "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.1", 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