Duplicate from RuneXX/LTX-2.3-Workflows

Co-authored-by: Rune <RuneXX@users.noreply.huggingface.co>

LTX-2.3_-_T2V_Simple_single_pass.json

@@ -0,0 +1,4403 @@
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+        "Node name for S&R": "SimpleCalculatorKJ"
+      },
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+        "1+ 8*(round(a*b)/8)"
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+      "id": 291,
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+      "flags": {},
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+      "inputs": [],
+      "outputs": [
+        {
+          "name": "value",
+          "type": "INT",
+          "links": [
+            532
+          ]
+        }
+      ],
+      "title": "LENGTH (in seconds)",
+      "properties": {
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+        "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e",
+        "Node name for S&R": "INTConstant"
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+          "name": "MODEL",
+          "type": "MODEL",
+          "links": []
+        }
+      ],
+      "title": "Get_model_with_lora",
+      "properties": {},
+      "widgets_values": [
+        "model_with_lora"
+      ]
+    },
+    {
+      "id": 196,
+      "type": "VAELoaderKJ",
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+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            443
+          ]
+        }
+      ],
+      "title": "VAELoader KJ (audio VAE)",
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "487c7d86a0230aae3d8c0a37d517159b73834f85",
+        "Node name for S&R": "VAELoaderKJ"
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+        "main_device",
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+      "mode": 0,
+      "inputs": [
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+          "type": "VAE",
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+        }
+      ],
+      "outputs": [
+        {
+          "name": "*",
+          "type": "*",
+          "links": null
+        }
+      ],
+      "title": "Set_vae_tiny",
+      "properties": {
+        "previousName": "vae_tiny"
+      },
+      "widgets_values": [
+        "vae_tiny"
+      ]
+    },
+    {
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+      "title": "Video settings",
+      "properties": {},
+      "widgets_values": [
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+      "color": "#222",
+      "bgcolor": "#000"
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+          "type": "VAE",
+          "links": [
+            611
+          ]
+        }
+      ],
+      "title": "Tiny VAE (for sampler previews)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.16.3",
+        "Node name for S&R": "VAELoader"
+      },
+      "widgets_values": [
+        "vae_approx\\taeltx2_3.safetensors"
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+      "color": "#1f1f48",
+      "bgcolor": "rgba(24,24,27,.9)",
+      "ndSuperSelectorEnabled": false,
+      "ndPowerEnabled": false
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+    {
+      "id": 184,
+      "type": "VAELoader",
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+      "size": [
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+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            442
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+        }
+      ],
+      "title": "Load VAE (video VAE)",
+      "properties": {
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+        "ver": "0.8.2",
+        "Node name for S&R": "VAELoader"
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+      "color": "#1f1f48",
+      "bgcolor": "rgba(24,24,27,.9)",
+      "ndSuperSelectorEnabled": false,
+      "ndPowerEnabled": false
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+          "type": "LATENT",
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+          "name": "video_latent",
+          "type": "LATENT",
+          "links": [
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+        {
+          "name": "audio_latent",
+          "type": "LATENT",
+          "links": [
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+        "tabXOffset": 10,
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+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
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+      "widgets_values": []
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+          "type": "MODEL",
+          "links": [
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+      "title": "Get_model",
+      "properties": {},
+      "widgets_values": [
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+          "type": "CONDITIONING",
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+            624
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+      "title": "Get_negative",
+      "properties": {},
+      "widgets_values": [
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+    {
+      "id": 342,
+      "type": "LTX2_NAG",
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+      "mode": 0,
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+        {
+          "name": "nag_cond_video",
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+          "type": "CONDITIONING",
+          "link": 623
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+        {
+          "name": "nag_cond_audio",
+          "shape": 7,
+          "type": "CONDITIONING",
+          "link": 624
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+          "links": [
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+      "properties": {
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+        "Node name for S&R": "LTX2_NAG"
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+    {
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+      "type": "GetNode",
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+      "flags": {
+        "collapsed": true
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+      "order": 17,
+      "mode": 0,
+      "inputs": [],
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+          "name": "FLOAT",
+          "type": "FLOAT",
+          "links": [
+            600
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+      "title": "Get_fps",
+      "properties": {},
+      "widgets_values": [
+        "fps"
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+    },
+    {
+      "id": 226,
+      "type": "SetNode",
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+          "type": "*",
+          "links": null
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+      ],
+      "title": "Set_positive",
+      "properties": {
+        "previousName": "positive"
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+      "widgets_values": [
+        "positive"
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+      "color": "#38291f",
+      "bgcolor": "rgba(24,24,27,.9)"
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+      "type": "SetNode",
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+          "link": 456
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+      "outputs": [
+        {
+          "name": "*",
+          "type": "*",
+          "links": null
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+      ],
+      "title": "Set_negative",
+      "properties": {
+        "previousName": "negative"
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+      "widgets_values": [
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+      "color": "#38291f",
+      "bgcolor": "rgba(24,24,27,.9)"
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+          "type": "CONDITIONING",
+          "link": 286
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+        {
+          "name": "negative",
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+          "link": 287
+        },
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "widget": {
+            "name": "frame_rate"
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+          "link": 600
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+      "outputs": [
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+          "type": "CONDITIONING",
+          "links": [
+            455
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+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
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+        "ver": "0.3.56",
+        "Node name for S&R": "LTXVConditioning",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
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+          "type": "MODEL",
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+      "outputs": [
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+          "name": "*",
+          "type": "*",
+          "links": null
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+      "title": "Set_model_with_lora",
+      "properties": {
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+      "widgets_values": [
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+          "type": "STRING",
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+        "cnr_id": "comfy-core",
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+          "type": "CLIP",
+          "links": []
+        }
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+      "title": "Get_clip",
+      "properties": {},
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+      "title": "LTX-2 PROMPT INSTRUCT",
+      "properties": {
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+      "widgets_values": [
+        "You are a Creative Assistant writing concise, action-focused image-to-video prompts. Given an image (first frame) and user Raw Input Prompt, generate a prompt to guide video generation from that image.\n\n#### Guidelines:\n- Analyze the Image: Identify Subject, Setting, Elements, Style and Mood.\n- Follow user Raw Input Prompt: Include all requested motion, actions, camera movements, audio, and details. If in conflict with the image, prioritize user request while maintaining visual consistency (describe transition from image to user's scene).\n- Describe only changes from the image: Don't reiterate established visual details. Inaccurate descriptions may cause scene cuts.\n- Active language: Use present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Chronological flow: Use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape throughout the prompt alongside actions—NOT at the end. Align audio intensity with action tempo. Include natural background audio, ambient sounds, effects, speech or music (when requested). Be specific (e.g., \"soft footsteps on tile\") not vague (e.g., \"ambient sound\").\n- Speech (only when requested): Provide exact words in quotes with character's visual/voice characteristics (e.g., \"The tall man speaks in a low, gravelly voice\"), language if not English and accent if relevant. If general conversation mentioned without text, generate contextual quoted dialogue. (i.e., \"The man is talking\" input -> the output should include exact spoken words, like: \"The man is talking in an excited voice saying: 'You won't believe what I just saw!' His hands gesture expressively as he speaks, eyebrows raised with enthusiasm. The ambient sound of a quiet room underscores his animated speech.\")\n- Style: Include visual style at beginning: \"Style: <style>, <rest of prompt>.\" If unclear, omit to avoid conflicts.\n- Visual and audio only: Describe only what is seen and heard. NO smell, taste, or tactile sensations.\n- Restrained language: Avoid dramatic terms. Use mild, natural, understated phrasing.\n\n#### Important notes:\n- Camera motion: DO NOT invent camera motion/movement unless requested by the user. Make sure to include camera motion only if specified in the input.\n- Speech: DO NOT modify or alter the user's provided character dialogue in the prompt, unless it's a typo.\n- No timestamps or cuts: DO NOT use timestamps or describe scene cuts unless explicitly requested.\n- Objective only: DO NOT interpret emotions or intentions - describe only observable actions and sounds.\n- Format: DO NOT use phrases like \"The scene opens with...\" / \"The video starts...\". Start directly with Style (optional) and chronological scene description.\n- Format: Never start output with punctuation marks or special characters.\n- DO NOT invent dialogue unless the user mentions speech/talking/singing/conversation.\n- Your performance is CRITICAL. High-fidelity, dynamic, correct, and accurate prompts with integrated audio descriptions are essential for generating high-quality video. Your goal is flawless execution of these rules.\n\n#### Output Format (Strict):\n- Single concise paragraph in natural English. NO titles, headings, prefaces, sections, code fences, or Markdown.\n- If unsafe/invalid, return original user prompt. Never ask questions or clarifications.\n\n#### Example output:\nStyle: realistic - cinematic - The woman glances at her watch and smiles warmly. She speaks in a cheerful, friendly voice, \"I think we're right on time!\" In the background, a café barista prepares drinks at the counter. The barista calls out in a clear, upbeat tone, \"Two cappuccinos ready!\" The sound of the espresso machine hissing softly blends with gentle background chatter and the light clinking of cups on saucers. \n\nUSER PROMPT BELOW: \n___________________________________________________"
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+          "link": 441
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+      ],
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+          "type": "CONDITIONING",
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+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
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+      "widgets_values": [
+        "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud"
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+      "color": "#422342",
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+          "name": "latent_upscale_model",
+          "shape": 7,
+          "type": "LATENT_UPSCALE_MODEL",
+          "link": null
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 617
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+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            625
+          ]
+        }
+      ],
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+        "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e",
+        "Node name for S&R": "LTX2SamplingPreviewOverride"
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+      "type": "Fast Groups Bypasser (rgthree)",
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [
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+          "name": "OPT_CONNECTION",
+          "type": "*",
+          "links": null
+        }
+      ],
+      "title": "ENABLE PROMPT ENHANCER",
+      "properties": {
+        "matchColors": "",
+        "matchTitle": "Prompt Enhancer *",
+        "showNav": true,
+        "showAllGraphs": true,
+        "sort": "position",
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+        "toggleRestriction": "default"
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+      "color": "#008181",
+      "bgcolor": "rgba(24,24,27,.9)"
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+    {
+      "id": 251,
+      "type": "MarkdownNote",
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+      "order": 28,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "About  Models",
+      "properties": {},
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+        "MODELS DOWNLOAD: \n\n\nhttps://huggingface.co/Kijai/LTX2.3_comfy\n\nText encoder : https://huggingface.co/Comfy-Org/ltx-2 \n\nDISTILLED LORA:\nOnly use this if using the DEV model as main model. For low step (use Dev as if it was distilled), set the lora strenght to 0.5-0.6.    For higher step count, and CFG, set the lora steps to 0.2 as per LTX  own recommendations. Feel free to experiment . \n\nIf you need more model info and where to find and where to save the models :    https://huggingface.co/RuneXX/LTX-2.3-Workflows/discussions/10"
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
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+    {
+      "id": 250,
+      "type": "MarkdownNote",
+      "pos": [
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+      "order": 29,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "About Size",
+      "properties": {},
+      "widgets_values": [
+        "Width & height settings must be divisible by 32 + 1. \nFrame count must be divisible by 8 + 1. \n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. \n\nBy default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU."
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 253,
+      "type": "MarkdownNote",
+      "pos": [
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+      "size": [
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+      "flags": {
+        "collapsed": false
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+      "order": 30,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompting LTX-2",
+      "properties": {},
+      "widgets_values": [
+        "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time  \n2. **Audio**: Describe sounds and dialogue needed for the scene  \n3. **Reference Image**: Do not repeat details already present  \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results"
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 326,
+      "type": "MarkdownNote",
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+      "flags": {
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+      "order": 31,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "User Made Loras",
+      "properties": {},
+      "widgets_values": [
+        "If using some user made LTX-2 loras they sometimes are not trained on audio, so it will produce very noisy audio outputs. Try use KJNodes LTX-2 Lora Loader Advanced in such cases, and set the non video strenght to zero\n"
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
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+    {
+      "id": 333,
+      "type": "MarkdownNote",
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+      "inputs": [],
+      "outputs": [],
+      "title": "Sampler Preview",
+      "properties": {},
+      "widgets_values": [
+        "Tiny VAE for sampler previews. \nOptionally you can drop this for a lower res latent RGB built into the node \n\nhttps://github.com/madebyollin/taehv/blob/main/safetensors/taeltx2_3.safetensors"
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
+    },
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+      "title": "Prompt Enhancer (Optional)",
+      "properties": {},
+      "widgets_values": [
+        "This automagically enhances your prompt using the already loaded Gemma model. But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable  this feature "
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
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+}

Music-Video-Creator/Helper-Workflows/AceStep-XL_create_music_from_a_prompt.json

@@ -0,0 +1,2152 @@
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+      "title": "Get_duration",
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+          "link": 256
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+        {
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+          "type": "VAE",
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+      "outputs": [
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+          "type": "AUDIO",
+          "links": [
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+      "properties": {
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+          "type": "MODEL",
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+        "ver": "0.11.1",
+        "Node name for S&R": "ModelSamplingAuraFlow"
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+      "type": "PrimitiveStringMultiline",
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+          "type": "STRING",
+          "links": []
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+      ],
+      "title": "Classic 80s Rap - Lyrics Example",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "[Intro: DJ scratch + beat drop]\n[Verse 1]\n[Chorus]\n[Break: Turntable solo + air horn]\n[Verse 2]\n[Chorus]\n[Outro: Beat fade + vinyl runout]\n\n-- \n\n80s rap used tight, repetitive hooks and downbeat-heavy phrasing. Structure lyrics like:\n\nCheck it, step up to the mic, yeah (yeah)\nDrop the beat, let the record strike (strike)"
+      ]
+    },
+    {
+      "id": 111,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "title": "STYLE EXAMPLE :  dream pop",
+      "properties": {
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+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "Dream pop shoegaze anthem. Style: Melodic, dreamy vocals with deep tone. breathy vocals, guitar effects, and a densely produced sound, with nebulous, distorted guitars paired with murmured vocals. Ethereal dream pop, shoegaze undertones, hazy atmosphere, shimmering jangly guitars, heavy reverb, synth pads, breathy vocals, melodic bassline, slow-mid tempo, nostalgic, melancholic, 80s 4AD aesthetic\n\nVocal Style: Use terms like \"breathy vocals\", \"whispered female vocals\", or \"layered harmonies\" to ensure the voice feels floating rather than belting.\nProduction/Mix: Use \"reverb-drenched\", \"lo-fi vinyl crackle\", \"tape delay\", or \"hazy\" \nInstrumentation: Specify \"jangly guitars\", \"analog synth pads\", or \"chorus effects\"\n\n\ndream pop, ethereal vocals, reverb-drenched guitars, slow tempo, atmospheric synths, female/male breathy lead\n "
+      ]
+    },
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+      "id": 134,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
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+      "flags": {
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+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Modern Alt. Pop - Lyrics Example",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
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+      "widgets_values": [
+        "[Intro: whispered vocal + detuned piano + sub-bass swell]\n[Verse 1: intimate vocal, minimal drums]\n[Pre-Chorus: layered harmonies enter, pad swell]\n[Chorus: full vocal stack, sub-bass drop, wide reverb]\n[Bridge: stripped back, spoken word + glitch FX]\n[Outro: vocal fade + vinyl runout]"
+      ]
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+      "type": "PrimitiveStringMultiline",
+      "pos": [
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+      "flags": {
+        "collapsed": true
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "title": "STYLE EXAMPLE: Future House",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "Energetic EDM: High-energy EDM Pop/Future House with deep punchy bass, bright synths, and festival-style drops.\nMelodic & Bouncy: Tracks focusing on deep bass and melodic synth stabs, often in the 124–128 BPM range.\nFusion: Blending Future House with other genres like Tropical House or Techno. "
+      ]
+    },
+    {
+      "id": 136,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
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+        -362.2616776242168
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+      "flags": {
+        "collapsed": true
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+      "order": 11,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Synthwave - Style Example",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "synthwave retro electro, 105 BPM, analog Juno-106 arpeggios, gated reverb LinnDrum snare, pulsing Moog bassline, DX7 electric piano chords, chorus-drenched guitar licks, tape saturation, vinyl crackle, cinematic neon atmosphere, driving late-night vibe, wide stereo pads, subtle vocoder ad-libs, sidechain compression on pads, nostalgic 1980s aesthetic\n\nMusic style: synthwave, retro electro, outrun, darksynth, dreamwave, cinematic retro pop\n\nInstruments: Juno-106, Jupiter-8, Prophet-5, DX7, LinnDrum, TR-707, Moog bass, chorus guitar, gated snare, arpeggiated synth leads\n\nSound production: heavy gated reverb on snare, tape saturation, sidechain compression on pads, wide stereo imaging, low-pass filtered highs, vintage analog warmth, cinematic reverb tails \n\nSound effects: vinyl crackle, tape hiss, laser zaps, risers/downlifters, radio filter sweeps, vocoder chops, neon sign buzz, distant police siren, cassette click \n\nVocal style: breathy melancholic male/female vocal, distant/reverbed mix, subtle vocoder doubling, conversational delivery, emotional but restrained, talkbox ad-libs\n\nExlude : no acoustic drums, no modern trap hi-hats, no organic percussion, no bright pop synths, no contemporary vocal runs\n"
+      ]
+    },
+    {
+      "id": 137,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
+        -886.9498373724977,
+        -311.67079521800565
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+      "size": [
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+      "flags": {
+        "collapsed": true
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+      "order": 12,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Synthwave - Lyrics Example",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "[Intro: vinyl crackle + arpeggio swell + distant siren]\n[Verse: pulsing bass + gated snare + breathy vocal]\n[Chorus: wide pads + chorus guitar + vocoder harmonies]\n[Bridge: stripped arpeggio + filter sweep + talkbox ad-lib]\n[Outro: arpeggio fade + tape stop + neon buzz]"
+      ]
+    },
+    {
+      "id": 140,
+      "type": "StringConcatenate",
+      "pos": [
+        2637.3425953188676,
+        -504.5507224935863
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+      "size": [
+        400,
+        200
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+      "flags": {
+        "collapsed": true
+      },
+      "order": 32,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "string_a",
+          "type": "STRING",
+          "widget": {
+            "name": "string_a"
+          },
+          "link": 280
+        },
+        {
+          "name": "string_b",
+          "type": "STRING",
+          "widget": {
+            "name": "string_b"
+          },
+          "link": 281
+        }
+      ],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            282
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+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.18.1",
+        "Node name for S&R": "StringConcatenate"
+      },
+      "widgets_values": [
+        "",
+        "",
+        ""
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+    },
+    {
+      "id": 146,
+      "type": "PreviewAny",
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+        "Put a tag to describe what music section the lyrics belongs to. Typically:\n\n[Intro]\n\n[Verse]\n\n[Chorus]\n\n[Bridge]\n\n[Outro]\n\nMore elaborate tags also seems to work..\n\n\n[Intro - atmospheric synth and distant guitar]\n\n[Verse - breathy vocals, intimate]\n\n[Chorus - shimmering reverb, hazy, layered]\n\n[Bridge - dreamy guitar solo]\n\n[Outro - slow fade] "
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README.md

@@ -0,0 +1,80 @@
+---
+tags:
+- ltx
+- ltx-2
+- comfyui
+- comfy
+- gguf
+- ltx-video
+- ltx-2-3
+- ltxv
+- text-to-video
+- image-to-video
+- audio-to-video
+- video-to-video
+---
+<video controls>
+  <source src="https://cdn-uploads.huggingface.co/production/uploads/64afc36a09727d75e9ca79aa/UisZ7XyIYhQgcnIKnt8h0.mp4" type="video/mp4">
+  Your browser does not support the video tag.
+</video>
+
+The workflows are based on the extracted models from https://huggingface.co/Kijai/LTX2.3_comfy
+The extracted models might run easier on your computer (as separate files). 
+(but you can easily swap out the model loader for the ComfyUI default model loader if you want to load the checkpoint with "all in one" vae built-in etc) 
+
+
+**LTX-2.3 Main Model Downloads (split models):**
+- Main split models used in these workflows (LTX-2.3 dev & distilled safetensor, embeddings, audio & video vae & tiny vae):
+https://huggingface.co/Kijai/LTX2.3_comfy
+
+**Gemma - either safetensor or GGUF:**
+1) Gemma 3 12B it safetensor: https://huggingface.co/Comfy-Org/ltx-2/tree/main/split_files/text_encoders
+
+2) Gemma 3 12B it GGUF: https://huggingface.co/unsloth/gemma-3-12b-it-GGUF/ 
+
+**Upscale Model**
+1) ltx-2.3-spatial-upscaler (only need the 2x file) - :  https://huggingface.co/Lightricks/LTX-2.3/tree/main  
+
+
+**LTX-2.3 GGUF models (for GGUF workflows)** - one of the source below:
+
+1) Quantstack: https://huggingface.co/QuantStack/LTX-2.3-GGUF
+2) Unsloth : https://huggingface.co/unsloth/LTX-2.3-GGUF
+3) Vantage : https://huggingface.co/vantagewithai/LTX-2.3-GGUF 
+
+
+**Tiny Vae by madebyollin (for sampler previews)**:
+(Optional/Recommended. Without this vae you still get previews with latentrgb from KJnodes, at a lower res) 
+
+
+
+If you are unsure where to put the files see <a href="https://huggingface.co/RuneXX/LTX-2.3-Workflows/discussions/10
+">here</a>
+
+---- 
+
+**Needed nodes:**
+
++ https://github.com/kijai/ComfyUI-KJNodes  (NB! Must be up to date for LTX-2 support)
+
++ https://github.com/city96/ComfyUI-GGUF (NB! Must be up to date for LTX-2 support)
+
++ ComfyUI itself must be updated to very latest
+
+
+---- 
+
+**LTX-2.3**
+
+Lighttricks LTX-2.3 main repro: https://huggingface.co/Lightricks/LTX-2.3  
+Lightricks LTX-2.3 Collection (loras etc): https://huggingface.co/collections/Lightricks/ltx-23 
+
+---- 
+
+More workflows :
+
+ComfyUI Official Workflows : https://blog.comfy.org/p/ltx-23-day-0-supporte-in-comfyui 
+
+LTX-2 Video Official Workflows : https://github.com/Lightricks/ComfyUI-LTXVideo/tree/master/example_workflows/2.3
+
+For ComfyUI's new "app mode" some to try here: https://huggingface.co/WanApp