| { |
| "38": { |
| "inputs": { |
| "noise": [ |
| "77", |
| 0 |
| ], |
| "guider": [ |
| "93", |
| 0 |
| ], |
| "sampler": [ |
| "92", |
| 0 |
| ], |
| "sigmas": [ |
| "94", |
| 0 |
| ], |
| "latent_image": [ |
| "73", |
| 0 |
| ] |
| }, |
| "class_type": "SamplerCustomAdvanced", |
| "_meta": { |
| "title": "SamplerCustomAdvanced" |
| } |
| }, |
| "43": { |
| "inputs": { |
| "frames_number": [ |
| "5327", |
| 3 |
| ], |
| "frame_rate": [ |
| "5401", |
| 1 |
| ], |
| "batch_size": 1, |
| "audio_vae": [ |
| "6030", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVEmptyLatentAudio", |
| "_meta": { |
| "title": "LTXV Empty Latent Audio" |
| } |
| }, |
| "73": { |
| "inputs": { |
| "video_latent": [ |
| "104", |
| 2 |
| ], |
| "audio_latent": [ |
| "5409", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConcatAVLatent", |
| "_meta": { |
| "title": "LTXVConcatAVLatent" |
| } |
| }, |
| "77": { |
| "inputs": { |
| "noise_seed": 271458461854954 |
| }, |
| "class_type": "RandomNoise", |
| "_meta": { |
| "title": "RandomNoise" |
| } |
| }, |
| "92": { |
| "inputs": { |
| "sampler_name": "euler_ancestral_cfg_pp" |
| }, |
| "class_type": "KSamplerSelect", |
| "_meta": { |
| "title": "KSamplerSelect" |
| } |
| }, |
| "93": { |
| "inputs": { |
| "cfg": 1, |
| "model": [ |
| "5389", |
| 0 |
| ], |
| "positive": [ |
| "104", |
| 0 |
| ], |
| "negative": [ |
| "104", |
| 1 |
| ] |
| }, |
| "class_type": "CFGGuider", |
| "_meta": { |
| "title": "CFGGuider" |
| } |
| }, |
| "94": { |
| "inputs": { |
| "scheduler": "linear_quadratic", |
| "steps": 8, |
| "denoise": 1, |
| "model": [ |
| "5389", |
| 0 |
| ] |
| }, |
| "class_type": "BasicScheduler", |
| "_meta": { |
| "title": "BasicScheduler" |
| } |
| }, |
| "104": { |
| "inputs": { |
| "num_guides": "1", |
| "num_guides.frame_idx_1": 0, |
| "num_guides.strength_1": 1, |
| "positive": [ |
| "5317", |
| 0 |
| ], |
| "negative": [ |
| "5317", |
| 1 |
| ], |
| "vae": [ |
| "6032", |
| 0 |
| ], |
| "latent": [ |
| "195", |
| 0 |
| ], |
| "num_guides.image_1": [ |
| "843", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAddGuideMulti", |
| "_meta": { |
| "title": "LTXVAddGuideMulti" |
| } |
| }, |
| "195": { |
| "inputs": { |
| "width": [ |
| "5327", |
| 1 |
| ], |
| "height": [ |
| "5327", |
| 2 |
| ], |
| "length": [ |
| "5327", |
| 3 |
| ], |
| "batch_size": 1 |
| }, |
| "class_type": "EmptyLTXVLatentVideo", |
| "_meta": { |
| "title": "EmptyLTXVLatentVideo" |
| } |
| }, |
| "198": { |
| "inputs": { |
| "preview_rate": 9, |
| "model": [ |
| "5343", |
| 0 |
| ], |
| "vae": [ |
| "199", |
| 0 |
| ] |
| }, |
| "class_type": "LTX2SamplingPreviewOverride", |
| "_meta": { |
| "title": "LTX2 Sampling Preview Override" |
| } |
| }, |
| "199": { |
| "inputs": { |
| "vae_name": "taeltx2_3.safetensors" |
| }, |
| "class_type": "VAELoader", |
| "_meta": { |
| "title": "Load VAE" |
| } |
| }, |
| "214": { |
| "inputs": { |
| "vae_name": "LTX23_video_vae_bf16.safetensors" |
| }, |
| "class_type": "VAELoader", |
| "_meta": { |
| "title": "Load VAE" |
| } |
| }, |
| "216": { |
| "inputs": { |
| "clip_name1": "gemma_3_12B_it_fpmixed.safetensors", |
| "clip_name2": "ltx-2.3_text_projection_bf16.safetensors", |
| "type": "ltxv", |
| "device": "default" |
| }, |
| "class_type": "DualCLIPLoader", |
| "_meta": { |
| "title": "DualCLIPLoader" |
| } |
| }, |
| "218": { |
| "inputs": { |
| "lora_name": "ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors", |
| "strength_model": 0.6, |
| "model": [ |
| "6033", |
| 0 |
| ] |
| }, |
| "class_type": "LoraLoaderModelOnly", |
| "_meta": { |
| "title": "Load LoRA" |
| } |
| }, |
| "219": { |
| "inputs": { |
| "unet_name": "ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors", |
| "weight_dtype": "default" |
| }, |
| "class_type": "UNETLoader", |
| "_meta": { |
| "title": "Load Diffusion Model" |
| } |
| }, |
| "830": { |
| "inputs": { |
| "value": 24 |
| }, |
| "class_type": "PrimitiveFloat", |
| "_meta": { |
| "title": "FPS" |
| } |
| }, |
| "840": { |
| "inputs": { |
| "video": "car.mp4", |
| "force_rate": 0, |
| "custom_width": 160, |
| "custom_height": 160, |
| "frame_load_cap": 49, |
| "start_time": 0, |
| "format": "LTXV" |
| }, |
| "class_type": "VHS_LoadVideoFFmpeg", |
| "_meta": { |
| "title": "Load Video FFmpeg (Upload) \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62" |
| } |
| }, |
| "843": { |
| "inputs": { |
| "resize_type": "scale longer dimension", |
| "resize_type.longer_size": [ |
| "846", |
| 0 |
| ], |
| "scale_method": "lanczos", |
| "input": [ |
| "840", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "846": { |
| "inputs": { |
| "value": 960 |
| }, |
| "class_type": "INTConstant", |
| "_meta": { |
| "title": "MAX SIZE (longest)" |
| } |
| }, |
| "5314": { |
| "inputs": { |
| "text": [ |
| "5315:5386", |
| 0 |
| ], |
| "clip": [ |
| "216", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Positive Prompt)" |
| } |
| }, |
| "5317": { |
| "inputs": { |
| "frame_rate": [ |
| "830", |
| 0 |
| ], |
| "positive": [ |
| "5314", |
| 0 |
| ], |
| "negative": [ |
| "5318", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConditioning", |
| "_meta": { |
| "title": "LTXVConditioning" |
| } |
| }, |
| "5318": { |
| "inputs": { |
| "text": "text, subtitles, logo, low quality, distorted, bad anatomy, oversaturated, pixelated, low resolution, grainy, compression artifacts, jpeg artifacts, glitches, watermark, signature, copyright, distortedsound, saturated sound, loud sound , deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, blurry teeth, disfigured teeth", |
| "clip": [ |
| "216", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Negative Prompt)" |
| } |
| }, |
| "5322": { |
| "inputs": { |
| "value": "add a cat on the car" |
| }, |
| "class_type": "PrimitiveStringMultiline", |
| "_meta": { |
| "title": "Prompt" |
| } |
| }, |
| "5324": { |
| "inputs": { |
| "value": true |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "ENABLE PROMPT ENHANCER" |
| } |
| }, |
| "5327": { |
| "inputs": { |
| "image": [ |
| "843", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSizeAndCount", |
| "_meta": { |
| "title": "Get Image Size & Count" |
| } |
| }, |
| "5334": { |
| "inputs": { |
| "value": 12 |
| }, |
| "class_type": "INTConstant", |
| "_meta": { |
| "title": "MAX LENGTH (seconds)" |
| } |
| }, |
| "5342": { |
| "inputs": { |
| "start_index": 0, |
| "num_frames": 1, |
| "images": [ |
| "840", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageRangeFromBatch", |
| "_meta": { |
| "title": "First Frame" |
| } |
| }, |
| "5343": { |
| "inputs": { |
| "PowerLoraLoaderHeaderWidget": { |
| "type": "PowerLoraLoaderHeaderWidget" |
| }, |
| "lora_1": { |
| "on": true, |
| "lora": "ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors", |
| "strength": 1 |
| }, |
| "\u2795 Add Lora": "", |
| "model": [ |
| "219", |
| 0 |
| ] |
| }, |
| "class_type": "Power Lora Loader (rgthree)", |
| "_meta": { |
| "title": "Power Lora Loader (rgthree)" |
| } |
| }, |
| "5355": { |
| "inputs": { |
| "samples": [ |
| "5377", |
| 2 |
| ], |
| "vae": [ |
| "214", |
| 0 |
| ] |
| }, |
| "class_type": "VAEDecode", |
| "_meta": { |
| "title": "VAE Decode" |
| } |
| }, |
| "5368": { |
| "inputs": { |
| "frame_rate": [ |
| "830", |
| 0 |
| ], |
| "loop_count": 0, |
| "filename_prefix": "LTX-2", |
| "format": "video/h264-mp4", |
| "pix_fmt": "yuv420p", |
| "crf": 19, |
| "save_metadata": true, |
| "trim_to_audio": false, |
| "pingpong": false, |
| "save_output": true, |
| "images": [ |
| "6097", |
| 0 |
| ], |
| "audio": [ |
| "6093", |
| 0 |
| ] |
| }, |
| "class_type": "VHS_VideoCombine", |
| "_meta": { |
| "title": "Video Combine \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62" |
| } |
| }, |
| "5370": { |
| "inputs": { |
| "av_latent": [ |
| "38", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "LTXVSeparateAVLatent" |
| } |
| }, |
| "5371": { |
| "inputs": { |
| "samples": [ |
| "5370", |
| 1 |
| ], |
| "audio_vae": [ |
| "6030", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEDecode", |
| "_meta": { |
| "title": "LTXV Audio VAE Decode" |
| } |
| }, |
| "5377": { |
| "inputs": { |
| "positive": [ |
| "104", |
| 0 |
| ], |
| "negative": [ |
| "104", |
| 1 |
| ], |
| "latent": [ |
| "5370", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVCropGuides", |
| "_meta": { |
| "title": "LTXVCropGuides" |
| } |
| }, |
| "5389": { |
| "inputs": { |
| "nag_scale": 11, |
| "nag_alpha": 0.25, |
| "nag_tau": 2.5, |
| "inplace": true, |
| "model": [ |
| "198", |
| 0 |
| ], |
| "nag_cond_video": [ |
| "5318", |
| 0 |
| ], |
| "nag_cond_audio": [ |
| "5318", |
| 0 |
| ] |
| }, |
| "class_type": "LTX2_NAG", |
| "_meta": { |
| "title": "LTX2 NAG" |
| } |
| }, |
| "5393": { |
| "inputs": { |
| "expression": "1+ 8*(round(a*b)/8)", |
| "variables.a": [ |
| "830", |
| 0 |
| ], |
| "variables.b": [ |
| "5334", |
| 0 |
| ] |
| }, |
| "class_type": "SimpleCalculatorKJ", |
| "_meta": { |
| "title": "SimpleCalculatorKJ" |
| } |
| }, |
| "5401": { |
| "inputs": { |
| "expression": "a", |
| "values.a": [ |
| "830", |
| 0 |
| ] |
| }, |
| "class_type": "ComfyMathExpression", |
| "_meta": { |
| "title": "Math Expression" |
| } |
| }, |
| "5404": { |
| "inputs": { |
| "value": 0, |
| "width": [ |
| "5327", |
| 1 |
| ], |
| "height": [ |
| "5327", |
| 2 |
| ] |
| }, |
| "class_type": "SolidMask", |
| "_meta": { |
| "title": "SolidMask" |
| } |
| }, |
| "5406": { |
| "inputs": { |
| "audio": [ |
| "840", |
| 2 |
| ], |
| "audio_vae": [ |
| "6030", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEEncode", |
| "_meta": { |
| "title": "LTXV Audio VAE Encode" |
| } |
| }, |
| "5408": { |
| "inputs": { |
| "samples": [ |
| "5406", |
| 0 |
| ], |
| "mask": [ |
| "5404", |
| 0 |
| ] |
| }, |
| "class_type": "SetLatentNoiseMask", |
| "_meta": { |
| "title": "Set Latent Noise Mask" |
| } |
| }, |
| "5409": { |
| "inputs": { |
| "switch": [ |
| "5414", |
| 0 |
| ], |
| "on_false": [ |
| "43", |
| 0 |
| ], |
| "on_true": [ |
| "5408", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "USE INPUT VIDEO SOUND?" |
| } |
| }, |
| "5414": { |
| "inputs": { |
| "value": true |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "USE AUDIO FROM INPUT VIDEO" |
| } |
| }, |
| "5417": { |
| "inputs": { |
| "switch": [ |
| "5414", |
| 0 |
| ], |
| "on_false": [ |
| "5371", |
| 0 |
| ], |
| "on_true": [ |
| "840", |
| 2 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "5999": { |
| "inputs": { |
| "value": true |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "REMOVE SWITCH" |
| } |
| }, |
| "6001": { |
| "inputs": { |
| "noise_seed": 326790190014101 |
| }, |
| "class_type": "RandomNoise", |
| "_meta": { |
| "title": "RandomNoise" |
| } |
| }, |
| "6002": { |
| "inputs": { |
| "noise": [ |
| "6001", |
| 0 |
| ], |
| "guider": [ |
| "6010", |
| 0 |
| ], |
| "sampler": [ |
| "6004", |
| 0 |
| ], |
| "sigmas": [ |
| "6040", |
| 0 |
| ], |
| "latent_image": [ |
| "6013", |
| 0 |
| ] |
| }, |
| "class_type": "SamplerCustomAdvanced", |
| "_meta": { |
| "title": "SamplerCustomAdvanced" |
| } |
| }, |
| "6004": { |
| "inputs": { |
| "sampler_name": "euler_ancestral_cfg_pp" |
| }, |
| "class_type": "KSamplerSelect", |
| "_meta": { |
| "title": "KSamplerSelect" |
| } |
| }, |
| "6006": { |
| "inputs": { |
| "frame_rate": [ |
| "830", |
| 0 |
| ], |
| "positive": [ |
| "6085", |
| 0 |
| ], |
| "negative": [ |
| "6094", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConditioning", |
| "_meta": { |
| "title": "LTXVConditioning" |
| } |
| }, |
| "6008": { |
| "inputs": { |
| "av_latent": [ |
| "6041", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "LTXVSeparateAVLatent" |
| } |
| }, |
| "6010": { |
| "inputs": { |
| "cfg": 1, |
| "model": [ |
| "6043", |
| 0 |
| ], |
| "positive": [ |
| "6058", |
| 0 |
| ], |
| "negative": [ |
| "6058", |
| 1 |
| ] |
| }, |
| "class_type": "CFGGuider", |
| "_meta": { |
| "title": "CFG Guider" |
| } |
| }, |
| "6013": { |
| "inputs": { |
| "video_latent": [ |
| "6058", |
| 2 |
| ], |
| "audio_latent": [ |
| "5409", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConcatAVLatent", |
| "_meta": { |
| "title": "LTXVConcatAVLatent" |
| } |
| }, |
| "6019": { |
| "inputs": { |
| "video_latent": [ |
| "6027", |
| 2 |
| ], |
| "audio_latent": [ |
| "6044", |
| 1 |
| ] |
| }, |
| "class_type": "LTXVConcatAVLatent", |
| "_meta": { |
| "title": "LTXVConcatAVLatent" |
| } |
| }, |
| "6020": { |
| "inputs": { |
| "sampler_name": "euler_cfg_pp" |
| }, |
| "class_type": "KSamplerSelect", |
| "_meta": { |
| "title": "KSamplerSelect" |
| } |
| }, |
| "6021": { |
| "inputs": { |
| "sigmas": "0.85, 0.7250, 0.4219, 0.0" |
| }, |
| "class_type": "ManualSigmas", |
| "_meta": { |
| "title": "ManualSigmas" |
| } |
| }, |
| "6022": { |
| "inputs": { |
| "cfg": 1, |
| "model": [ |
| "6043", |
| 0 |
| ], |
| "positive": [ |
| "6027", |
| 0 |
| ], |
| "negative": [ |
| "6027", |
| 1 |
| ] |
| }, |
| "class_type": "CFGGuider", |
| "_meta": { |
| "title": "CFG Guider" |
| } |
| }, |
| "6023": { |
| "inputs": { |
| "noise": [ |
| "6083", |
| 0 |
| ], |
| "guider": [ |
| "6022", |
| 0 |
| ], |
| "sampler": [ |
| "6020", |
| 0 |
| ], |
| "sigmas": [ |
| "6021", |
| 0 |
| ], |
| "latent_image": [ |
| "6019", |
| 0 |
| ] |
| }, |
| "class_type": "SamplerCustomAdvanced", |
| "_meta": { |
| "title": "SamplerCustomAdvanced" |
| } |
| }, |
| "6024": { |
| "inputs": { |
| "samples": [ |
| "6045", |
| 2 |
| ], |
| "upscale_model": [ |
| "6031", |
| 0 |
| ], |
| "vae": [ |
| "6032", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVLatentUpsampler", |
| "_meta": { |
| "title": "LTXVLatentUpsampler" |
| } |
| }, |
| "6027": { |
| "inputs": { |
| "num_guides": "1", |
| "num_guides.frame_idx_1": 0, |
| "num_guides.strength_1": 1, |
| "positive": [ |
| "6045", |
| 0 |
| ], |
| "negative": [ |
| "6045", |
| 1 |
| ], |
| "vae": [ |
| "6032", |
| 0 |
| ], |
| "latent": [ |
| "6024", |
| 0 |
| ], |
| "num_guides.image_1": [ |
| "6079", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAddGuideMulti", |
| "_meta": { |
| "title": "LTXVAddGuideMulti" |
| } |
| }, |
| "6030": { |
| "inputs": { |
| "vae_name": "LTX23_audio_vae_bf16.safetensors", |
| "device": "main_device", |
| "weight_dtype": "bf16" |
| }, |
| "class_type": "VAELoaderKJ", |
| "_meta": { |
| "title": "VAELoader KJ (audio vae)" |
| } |
| }, |
| "6031": { |
| "inputs": { |
| "model_name": "ltx-2.3-spatial-upscaler-x2-1.1.safetensors" |
| }, |
| "class_type": "LatentUpscaleModelLoader", |
| "_meta": { |
| "title": "Load Latent Upscale Model" |
| } |
| }, |
| "6032": { |
| "inputs": { |
| "vae_name": "LTX23_video_vae_bf16.safetensors" |
| }, |
| "class_type": "VAELoader", |
| "_meta": { |
| "title": "Load VAE (video vae)" |
| } |
| }, |
| "6033": { |
| "inputs": { |
| "unet_name": "ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors", |
| "weight_dtype": "default" |
| }, |
| "class_type": "UNETLoader", |
| "_meta": { |
| "title": "Load Diffusion Model" |
| } |
| }, |
| "6034": { |
| "inputs": { |
| "value": 24 |
| }, |
| "class_type": "PrimitiveFloat", |
| "_meta": { |
| "title": "FPS" |
| } |
| }, |
| "6035": { |
| "inputs": { |
| "value": 960 |
| }, |
| "class_type": "INTConstant", |
| "_meta": { |
| "title": "MAX SIZE (longer side)" |
| } |
| }, |
| "6036": { |
| "inputs": { |
| "chunks": 2, |
| "dim_threshold": 4096, |
| "model": [ |
| "6033", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVChunkFeedForward", |
| "_meta": { |
| "title": "LTXV Chunk FeedForward" |
| } |
| }, |
| "6039": { |
| "inputs": { |
| "shift": 13, |
| "model": [ |
| "6043", |
| 0 |
| ] |
| }, |
| "class_type": "ModelSamplingSD3", |
| "_meta": { |
| "title": "ModelSamplingSD3" |
| } |
| }, |
| "6040": { |
| "inputs": { |
| "scheduler": "linear_quadratic", |
| "steps": 4, |
| "denoise": 1, |
| "model": [ |
| "6039", |
| 0 |
| ] |
| }, |
| "class_type": "BasicScheduler", |
| "_meta": { |
| "title": "BasicScheduler ( for more steps)" |
| } |
| }, |
| "6041": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6023", |
| 0 |
| ], |
| "on_true": [ |
| "6002", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "singe vs 2-pass switch" |
| } |
| }, |
| "6042": { |
| "inputs": { |
| "value": true |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "Single Pass" |
| } |
| }, |
| "6043": { |
| "inputs": { |
| "nag_scale": 11, |
| "nag_alpha": 0.25, |
| "nag_tau": 2.5, |
| "inplace": true, |
| "model": [ |
| "6086", |
| 0 |
| ], |
| "nag_cond_video": [ |
| "6006", |
| 1 |
| ], |
| "nag_cond_audio": [ |
| "6006", |
| 1 |
| ] |
| }, |
| "class_type": "LTX2_NAG", |
| "_meta": { |
| "title": "LTX2 NAG" |
| } |
| }, |
| "6044": { |
| "inputs": { |
| "av_latent": [ |
| "6002", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "LTXVSeparateAVLatent" |
| } |
| }, |
| "6045": { |
| "inputs": { |
| "positive": [ |
| "6058", |
| 0 |
| ], |
| "negative": [ |
| "6058", |
| 1 |
| ], |
| "latent": [ |
| "6044", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVCropGuides", |
| "_meta": { |
| "title": "LTXVCropGuides" |
| } |
| }, |
| "6058": { |
| "inputs": { |
| "frame_idx": 0, |
| "strength": 1, |
| "latent_downscale_factor": 1, |
| "crop": "disabled", |
| "use_tiled_encode": false, |
| "tile_size": 256, |
| "tile_overlap": 64, |
| "positive": [ |
| "6006", |
| 0 |
| ], |
| "negative": [ |
| "6006", |
| 1 |
| ], |
| "vae": [ |
| "6032", |
| 0 |
| ], |
| "latent": [ |
| "6062", |
| 0 |
| ], |
| "image": [ |
| "6075", |
| 0 |
| ] |
| }, |
| "class_type": "LTXAddVideoICLoRAGuide", |
| "_meta": { |
| "title": "Add Video IC-LoRA Guide" |
| } |
| }, |
| "6059": { |
| "inputs": { |
| "ckpt_name": "Sam3/sam3.1_multiplex_fp16.safetensors" |
| }, |
| "class_type": "CheckpointLoaderSimple", |
| "_meta": { |
| "title": "Load Checkpoint" |
| } |
| }, |
| "6061": { |
| "inputs": { |
| "threshold": 0.5, |
| "refine_iterations": 2, |
| "individual_masks": false, |
| "model": [ |
| "6059", |
| 0 |
| ], |
| "image": [ |
| "6084", |
| 0 |
| ], |
| "conditioning": [ |
| "6095", |
| 0 |
| ] |
| }, |
| "class_type": "SAM3_Detect", |
| "_meta": { |
| "title": "SAM3 Detect" |
| } |
| }, |
| "6062": { |
| "inputs": { |
| "width": [ |
| "6063", |
| 1 |
| ], |
| "height": [ |
| "6063", |
| 2 |
| ], |
| "length": [ |
| "6063", |
| 3 |
| ], |
| "batch_size": 1 |
| }, |
| "class_type": "EmptyLTXVLatentVideo", |
| "_meta": { |
| "title": "EmptyLTXVLatentVideo" |
| } |
| }, |
| "6063": { |
| "inputs": { |
| "image": [ |
| "6075", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSizeAndCount", |
| "_meta": { |
| "title": "Get Image Size & Count" |
| } |
| }, |
| "6067": { |
| "inputs": { |
| "expression": "a/2", |
| "values.a": [ |
| "6070", |
| 2 |
| ] |
| }, |
| "class_type": "ComfyMathExpression", |
| "_meta": { |
| "title": "Math Expression" |
| } |
| }, |
| "6068": { |
| "inputs": { |
| "expression": "a/2", |
| "values.a": [ |
| "6070", |
| 1 |
| ] |
| }, |
| "class_type": "ComfyMathExpression", |
| "_meta": { |
| "title": "Math Expression" |
| } |
| }, |
| "6069": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6068", |
| 1 |
| ], |
| "on_true": [ |
| "6070", |
| 1 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6070": { |
| "inputs": { |
| "image": [ |
| "6084", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSizeAndCount", |
| "_meta": { |
| "title": "Get Image Size & Count" |
| } |
| }, |
| "6071": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6067", |
| 1 |
| ], |
| "on_true": [ |
| "6070", |
| 2 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6072": { |
| "inputs": { |
| "block_size": [ |
| "6073", |
| 0 |
| ], |
| "device": "cpu", |
| "masks": [ |
| "6074", |
| 0 |
| ] |
| }, |
| "class_type": "BlockifyMask", |
| "_meta": { |
| "title": "Blockify Mask" |
| } |
| }, |
| "6073": { |
| "inputs": { |
| "value": 25 |
| }, |
| "class_type": "INTConstant", |
| "_meta": { |
| "title": "INT Constant" |
| } |
| }, |
| "6074": { |
| "inputs": { |
| "expand": [ |
| "6076", |
| 0 |
| ], |
| "incremental_expandrate": 0, |
| "tapered_corners": true, |
| "flip_input": false, |
| "blur_radius": 0, |
| "lerp_alpha": 1, |
| "decay_factor": 1, |
| "fill_holes": true, |
| "mask": [ |
| "6061", |
| 0 |
| ] |
| }, |
| "class_type": "GrowMaskWithBlur", |
| "_meta": { |
| "title": "Grow Mask With Blur" |
| } |
| }, |
| "6075": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6078", |
| 0 |
| ], |
| "on_true": [ |
| "6079", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6076": { |
| "inputs": { |
| "value": 20 |
| }, |
| "class_type": "INTConstant", |
| "_meta": { |
| "title": "INT Constant" |
| } |
| }, |
| "6077": { |
| "inputs": { |
| "image_from": [ |
| "6080", |
| 0 |
| ], |
| "image_to": [ |
| "6081", |
| 0 |
| ], |
| "mask": [ |
| "6072", |
| 0 |
| ] |
| }, |
| "class_type": "ImageCompositeFromMaskBatch+", |
| "_meta": { |
| "title": "\ud83d\udd27 Image Composite From Mask Batch" |
| } |
| }, |
| "6078": { |
| "inputs": { |
| "resize_type": "scale dimensions", |
| "resize_type.width": [ |
| "6069", |
| 0 |
| ], |
| "resize_type.height": [ |
| "6071", |
| 0 |
| ], |
| "resize_type.crop": "disabled", |
| "scale_method": "area", |
| "input": [ |
| "6079", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "6079": { |
| "inputs": { |
| "target_width": [ |
| "6080", |
| 1 |
| ], |
| "target_height": [ |
| "6080", |
| 2 |
| ], |
| "padding_color": "black", |
| "interpolation": "area", |
| "image": [ |
| "6077", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeAndPadImage", |
| "_meta": { |
| "title": "Resize And Pad Image" |
| } |
| }, |
| "6080": { |
| "inputs": { |
| "image": [ |
| "6084", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSizeAndCount", |
| "_meta": { |
| "title": "Get Image Size & Count" |
| } |
| }, |
| "6081": { |
| "inputs": { |
| "width": [ |
| "6080", |
| 1 |
| ], |
| "height": [ |
| "6080", |
| 2 |
| ], |
| "batch_size": [ |
| "6080", |
| 3 |
| ], |
| "color": 16777215 |
| }, |
| "class_type": "EmptyImage", |
| "_meta": { |
| "title": "Empty Image" |
| } |
| }, |
| "6082": { |
| "inputs": { |
| "PowerLoraLoaderHeaderWidget": { |
| "type": "PowerLoraLoaderHeaderWidget" |
| }, |
| "lora_1": { |
| "on": true, |
| "lora": "ltx2/LTX23_Obscura_Remova_v1.safetensors", |
| "strength": 1.5 |
| }, |
| "lora_2": { |
| "on": true, |
| "lora": "ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors", |
| "strength": 1 |
| }, |
| "\u2795 Add Lora": "", |
| "model": [ |
| "6036", |
| 0 |
| ] |
| }, |
| "class_type": "Power Lora Loader (rgthree)", |
| "_meta": { |
| "title": "Power Lora Loader (rgthree)" |
| } |
| }, |
| "6083": { |
| "inputs": { |
| "noise_seed": 12205759222229 |
| }, |
| "class_type": "RandomNoise", |
| "_meta": { |
| "title": "RandomNoise" |
| } |
| }, |
| "6084": { |
| "inputs": { |
| "resize_type": "scale longer dimension", |
| "resize_type.longer_size": [ |
| "846", |
| 0 |
| ], |
| "scale_method": "lanczos", |
| "input": [ |
| "840", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "6085": { |
| "inputs": { |
| "text": "Remove the white masked area from the foreground", |
| "clip": [ |
| "216", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Prompt)" |
| } |
| }, |
| "6086": { |
| "inputs": { |
| "preview_rate": 8, |
| "model": [ |
| "6082", |
| 0 |
| ], |
| "vae": [ |
| "199", |
| 0 |
| ] |
| }, |
| "class_type": "LTX2SamplingPreviewOverride", |
| "_meta": { |
| "title": "LTX2 Sampling Preview Override" |
| } |
| }, |
| "6087": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6027", |
| 0 |
| ], |
| "on_true": [ |
| "6058", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6088": { |
| "inputs": { |
| "switch": [ |
| "6042", |
| 0 |
| ], |
| "on_false": [ |
| "6027", |
| 1 |
| ], |
| "on_true": [ |
| "6058", |
| 1 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6089": { |
| "inputs": { |
| "positive": [ |
| "6087", |
| 0 |
| ], |
| "negative": [ |
| "6088", |
| 0 |
| ], |
| "latent": [ |
| "6008", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVCropGuides", |
| "_meta": { |
| "title": "LTXVCropGuides" |
| } |
| }, |
| "6090": { |
| "inputs": { |
| "samples": [ |
| "6089", |
| 2 |
| ], |
| "vae": [ |
| "6032", |
| 0 |
| ] |
| }, |
| "class_type": "VAEDecode", |
| "_meta": { |
| "title": "VAE Decode" |
| } |
| }, |
| "6091": { |
| "inputs": { |
| "samples": [ |
| "6008", |
| 1 |
| ], |
| "audio_vae": [ |
| "6030", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEDecode", |
| "_meta": { |
| "title": "LTXVAudioVAEDecode" |
| } |
| }, |
| "6092": { |
| "inputs": { |
| "switch": [ |
| "5999", |
| 0 |
| ], |
| "on_false": [ |
| "5355", |
| 0 |
| ], |
| "on_true": [ |
| "6090", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6093": { |
| "inputs": { |
| "switch": [ |
| "5999", |
| 0 |
| ], |
| "on_false": [ |
| "5417", |
| 0 |
| ], |
| "on_true": [ |
| "6098", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| }, |
| "6094": { |
| "inputs": { |
| "text": "text, subtitles, logo, low quality, distorted, bad anatomy, oversaturated, pixelated, low resolution, grainy, compression artifacts, jpeg artifacts, glitches, watermark, signature, copyright, distortedsound, saturated sound, loud sound , deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, blurry teeth, disfigured teeth\n", |
| "clip": [ |
| "216", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Prompt)" |
| } |
| }, |
| "6095": { |
| "inputs": { |
| "text": "car", |
| "clip": [ |
| "6059", |
| 1 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Prompt)" |
| } |
| }, |
| "6096": { |
| "inputs": { |
| "value": false |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "RESTYLE SWITCH" |
| } |
| }, |
| "6097": { |
| "inputs": { |
| "switch": [ |
| "6096", |
| 0 |
| ], |
| "on_false": [ |
| "6092", |
| 0 |
| ], |
| "on_true": [ |
| "7012", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Restyle Output Image" |
| } |
| }, |
| "6098": { |
| "inputs": { |
| "switch": [ |
| "5414", |
| 0 |
| ], |
| "on_false": [ |
| "6091", |
| 0 |
| ], |
| "on_true": [ |
| "840", |
| 2 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Remove Audio Select" |
| } |
| }, |
| "7000": { |
| "inputs": { |
| "frame_rate": [ |
| "830", |
| 0 |
| ], |
| "positive": [ |
| "7001", |
| 0 |
| ], |
| "negative": [ |
| "7002", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConditioning", |
| "_meta": { |
| "title": "LTXVConditioning" |
| } |
| }, |
| "7001": { |
| "inputs": { |
| "text": [ |
| "7090", |
| 0 |
| ], |
| "clip": [ |
| "7028", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Positive Prompt)" |
| } |
| }, |
| "7002": { |
| "inputs": { |
| "text": "pc game, console game, video game, cartoon, childish, ugly, asian", |
| "clip": [ |
| "7028", |
| 0 |
| ] |
| }, |
| "class_type": "CLIPTextEncode", |
| "_meta": { |
| "title": "CLIP Text Encode (Negative Prompt)" |
| } |
| }, |
| "7003": { |
| "inputs": { |
| "width": [ |
| "7052", |
| 0 |
| ], |
| "height": [ |
| "7052", |
| 1 |
| ], |
| "length": [ |
| "5327", |
| 3 |
| ], |
| "batch_size": 1 |
| }, |
| "class_type": "EmptyLTXVLatentVideo", |
| "_meta": { |
| "title": "EmptyLTXVLatentVideo" |
| } |
| }, |
| "7004": { |
| "inputs": { |
| "strength": 1, |
| "bypass": [ |
| "7094", |
| 0 |
| ], |
| "vae": [ |
| "7027", |
| 0 |
| ], |
| "image": [ |
| "7005", |
| 0 |
| ], |
| "latent": [ |
| "7003", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVImgToVideoConditionOnly", |
| "_meta": { |
| "title": "\ud83c\udd5b\ud83c\udd63\ud83c\udd67 LTXV Img To Video Condition Only" |
| } |
| }, |
| "7005": { |
| "inputs": { |
| "img_compression": 18, |
| "image": [ |
| "7025", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVPreprocess", |
| "_meta": { |
| "title": "LTXV Preprocess" |
| } |
| }, |
| "7006": { |
| "inputs": { |
| "video_latent": [ |
| "7018", |
| 2 |
| ], |
| "audio_latent": [ |
| "7029", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVConcatAVLatent", |
| "_meta": { |
| "title": "LTXVConcatAVLatent" |
| } |
| }, |
| "7007": { |
| "inputs": { |
| "cfg": 1, |
| "model": [ |
| "7017", |
| 0 |
| ], |
| "positive": [ |
| "7018", |
| 0 |
| ], |
| "negative": [ |
| "7018", |
| 1 |
| ] |
| }, |
| "class_type": "CFGGuider", |
| "_meta": { |
| "title": "CFG Guider" |
| } |
| }, |
| "7008": { |
| "inputs": { |
| "noise": [ |
| "7010", |
| 0 |
| ], |
| "guider": [ |
| "7007", |
| 0 |
| ], |
| "sampler": [ |
| "7009", |
| 0 |
| ], |
| "sigmas": [ |
| "7020", |
| 0 |
| ], |
| "latent_image": [ |
| "7006", |
| 0 |
| ] |
| }, |
| "class_type": "SamplerCustomAdvanced", |
| "_meta": { |
| "title": "SamplerCustomAdvanced" |
| } |
| }, |
| "7009": { |
| "inputs": { |
| "sampler_name": "euler_ancestral_cfg_pp" |
| }, |
| "class_type": "KSamplerSelect", |
| "_meta": { |
| "title": "KSamplerSelect" |
| } |
| }, |
| "7010": { |
| "inputs": { |
| "noise_seed": 1054324384450248 |
| }, |
| "class_type": "RandomNoise", |
| "_meta": { |
| "title": "RandomNoise" |
| } |
| }, |
| "7011": { |
| "inputs": { |
| "av_latent": [ |
| "7008", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "LTXVSeparateAVLatent" |
| } |
| }, |
| "7012": { |
| "inputs": { |
| "samples": [ |
| "7019", |
| 2 |
| ], |
| "vae": [ |
| "7027", |
| 0 |
| ] |
| }, |
| "class_type": "VAEDecode", |
| "_meta": { |
| "title": "VAE Decode" |
| } |
| }, |
| "7013": { |
| "inputs": { |
| "lora_name": "ltx-2.3-22b-distilled-lora-384.safetensors", |
| "strength_model": 0.5, |
| "model": [ |
| "7054", |
| 0 |
| ] |
| }, |
| "class_type": "LoraLoaderModelOnly", |
| "_meta": { |
| "title": "Load LoRA" |
| } |
| }, |
| "7014": { |
| "inputs": { |
| "enable_model_cpu_offload": false, |
| "enable_sequential_cpu_offload": false |
| }, |
| "class_type": "DownloadAndLoadDepthCrafterModel", |
| "_meta": { |
| "title": "DownloadAndLoadDepthCrafterModel" |
| } |
| }, |
| "7015": { |
| "inputs": { |
| "force_size": 512, |
| "num_inference_steps": 5, |
| "guidance_scale": 1, |
| "window_size": 111, |
| "overlap": 25, |
| "depthcrafter_model": [ |
| "7014", |
| 0 |
| ], |
| "images": [ |
| "7021", |
| 0 |
| ] |
| }, |
| "class_type": "DepthCrafter", |
| "_meta": { |
| "title": "DepthCrafter" |
| } |
| }, |
| "7017": { |
| "inputs": { |
| "lora_name": "ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors", |
| "strength_model": 1, |
| "model": [ |
| "7013", |
| 0 |
| ] |
| }, |
| "class_type": "LTXICLoRALoaderModelOnly", |
| "_meta": { |
| "title": "\ud83c\udd5b\ud83c\udd63\ud83c\udd67 IC-LoRA Loader Model Only" |
| } |
| }, |
| "7018": { |
| "inputs": { |
| "frame_idx": 0, |
| "strength": 1, |
| "latent_downscale_factor": [ |
| "7017", |
| 1 |
| ], |
| "crop": "disabled", |
| "use_tiled_encode": false, |
| "tile_size": 256, |
| "tile_overlap": 64, |
| "positive": [ |
| "7000", |
| 0 |
| ], |
| "negative": [ |
| "7000", |
| 1 |
| ], |
| "vae": [ |
| "7027", |
| 0 |
| ], |
| "latent": [ |
| "7004", |
| 0 |
| ], |
| "image": [ |
| "7022", |
| 0 |
| ] |
| }, |
| "class_type": "LTXAddVideoICLoRAGuide", |
| "_meta": { |
| "title": "\ud83c\udd5b\ud83c\udd63\ud83c\udd67 Add Video IC-LoRA Guide" |
| } |
| }, |
| "7019": { |
| "inputs": { |
| "positive": [ |
| "7018", |
| 0 |
| ], |
| "negative": [ |
| "7018", |
| 1 |
| ], |
| "latent": [ |
| "7011", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVCropGuides", |
| "_meta": { |
| "title": "LTXVCropGuides" |
| } |
| }, |
| "7020": { |
| "inputs": { |
| "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" |
| }, |
| "class_type": "ManualSigmas", |
| "_meta": { |
| "title": "ManualSigmas" |
| } |
| }, |
| "7021": { |
| "inputs": { |
| "resize_type": "scale longer dimension", |
| "resize_type.longer_size": 512, |
| "scale_method": "lanczos", |
| "input": [ |
| "840", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "7022": { |
| "inputs": { |
| "resize_type": "scale to multiple", |
| "resize_type.multiple": [ |
| "7024", |
| 0 |
| ], |
| "scale_method": "lanczos", |
| "input": [ |
| "7015", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "7023": { |
| "inputs": { |
| "image": [ |
| "7021", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSize", |
| "_meta": { |
| "title": "Get Image Size" |
| } |
| }, |
| "7024": { |
| "inputs": { |
| "value": "a*32", |
| "a": [ |
| "7017", |
| 1 |
| ] |
| }, |
| "class_type": "SimpleMath+", |
| "_meta": { |
| "title": "\ud83d\udd27 Simple Math" |
| } |
| }, |
| "7025": { |
| "inputs": { |
| "resize_type": "scale longer dimension", |
| "resize_type.longer_size": 512, |
| "scale_method": "lanczos", |
| "input": [ |
| "7033", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "7026": { |
| "inputs": { |
| "vae_name": "LTX23_audio_vae_bf16.safetensors", |
| "device": "main_device", |
| "weight_dtype": "bf16" |
| }, |
| "class_type": "VAELoaderKJ", |
| "_meta": { |
| "title": "AUDIO VAE" |
| } |
| }, |
| "7027": { |
| "inputs": { |
| "vae_name": "LTX23_video_vae_bf16.safetensors", |
| "device": "main_device", |
| "weight_dtype": "bf16" |
| }, |
| "class_type": "VAELoaderKJ", |
| "_meta": { |
| "title": "VIDEO VAE" |
| } |
| }, |
| "7028": { |
| "inputs": { |
| "clip_name1": "gemma_3_12B_it_fpmixed.safetensors", |
| "clip_name2": "ltx-2.3_text_projection_bf16.safetensors", |
| "type": "ltxv", |
| "device": "default" |
| }, |
| "class_type": "DualCLIPLoader", |
| "_meta": { |
| "title": "DualCLIPLoader" |
| } |
| }, |
| "7029": { |
| "inputs": { |
| "samples": [ |
| "7031", |
| 0 |
| ], |
| "mask": [ |
| "7030", |
| 0 |
| ] |
| }, |
| "class_type": "SetLatentNoiseMask", |
| "_meta": { |
| "title": "Set Latent Noise Mask" |
| } |
| }, |
| "7030": { |
| "inputs": { |
| "value": 0, |
| "width": 1024, |
| "height": 1024 |
| }, |
| "class_type": "SolidMask", |
| "_meta": { |
| "title": "Create Solid Mask" |
| } |
| }, |
| "7031": { |
| "inputs": { |
| "audio": [ |
| "840", |
| 2 |
| ], |
| "audio_vae": [ |
| "7026", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEEncode", |
| "_meta": { |
| "title": "LTXV Audio VAE Encode" |
| } |
| }, |
| "7033": { |
| "inputs": { |
| "boolean": [ |
| "7094", |
| 0 |
| ], |
| "on_true": [ |
| "7034", |
| 0 |
| ], |
| "on_false": [ |
| "7049", |
| 0 |
| ] |
| }, |
| "class_type": "Switch image [Crystools]", |
| "_meta": { |
| "title": "\ud83e\ude9b Switch image" |
| } |
| }, |
| "7034": { |
| "inputs": { |
| "width": [ |
| "7035", |
| 0 |
| ], |
| "height": [ |
| "7036", |
| 0 |
| ], |
| "batch_size": 1, |
| "color": 0 |
| }, |
| "class_type": "EmptyImage", |
| "_meta": { |
| "title": "Empty Image" |
| } |
| }, |
| "7035": { |
| "inputs": { |
| "key": "width" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_width" |
| } |
| }, |
| "7036": { |
| "inputs": { |
| "key": "height" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_height" |
| } |
| }, |
| "7037": { |
| "inputs": { |
| "key": "frame_rate" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_frame_rate" |
| } |
| }, |
| "7038": { |
| "inputs": { |
| "key": "text_boolean" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_text_boolean" |
| } |
| }, |
| "7039": { |
| "inputs": { |
| "key": "text_boolean" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_text_boolean" |
| } |
| }, |
| "7040": { |
| "inputs": { |
| "key": "width" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_width" |
| } |
| }, |
| "7041": { |
| "inputs": { |
| "key": "height" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_height" |
| } |
| }, |
| "7042": { |
| "inputs": { |
| "resize_type": "scale longer dimension", |
| "resize_type.longer_size": 512, |
| "scale_method": "lanczos", |
| "input": [ |
| "7044", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeImageMaskNode", |
| "_meta": { |
| "title": "Resize Image/Mask" |
| } |
| }, |
| "7044": { |
| "inputs": { |
| "images": [ |
| "840", |
| 0 |
| ] |
| }, |
| "class_type": "CRTFirstLastFrameSelector", |
| "_meta": { |
| "title": "Get First & Last Frame (CRT)" |
| } |
| }, |
| "7046": { |
| "inputs": { |
| "key": "style_prompt" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_style_prompt" |
| } |
| }, |
| "7049": { |
| "inputs": { |
| "boolean": [ |
| "7106", |
| 0 |
| ], |
| "on_true": [ |
| "7042", |
| 0 |
| ], |
| "on_false": [ |
| "7051", |
| 0 |
| ] |
| }, |
| "class_type": "Switch image [Crystools]", |
| "_meta": { |
| "title": "Set Reference Image" |
| } |
| }, |
| "7050": { |
| "inputs": { |
| "image": "leo_watercolor.png" |
| }, |
| "class_type": "LoadImage", |
| "_meta": { |
| "title": "Starting Image If Using Your Own" |
| } |
| }, |
| "7051": { |
| "inputs": { |
| "target_width": [ |
| "7052", |
| 0 |
| ], |
| "target_height": [ |
| "7052", |
| 1 |
| ], |
| "padding_color": "white", |
| "interpolation": "area", |
| "image": [ |
| "7050", |
| 0 |
| ] |
| }, |
| "class_type": "ResizeAndPadImage", |
| "_meta": { |
| "title": "Resize And Pad Image" |
| } |
| }, |
| "7052": { |
| "inputs": { |
| "image": [ |
| "7042", |
| 0 |
| ] |
| }, |
| "class_type": "GetImageSize+", |
| "_meta": { |
| "title": "\ud83d\udd27 Get Image Size" |
| } |
| }, |
| "7053": { |
| "inputs": { |
| "key": "klein_or_upload" |
| }, |
| "class_type": "Getter", |
| "_meta": { |
| "title": "Get_klein_or_upload" |
| } |
| }, |
| "7054": { |
| "inputs": { |
| "unet_name": "ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors", |
| "weight_dtype": "default" |
| }, |
| "class_type": "UNETLoader", |
| "_meta": { |
| "title": "Load Diffusion Model" |
| } |
| }, |
| "7090": { |
| "inputs": { |
| "value": "watercolor painting style, soft pigment washes, delicate brush texture, translucent layered color, hand-painted paper look, gentle edges, expressive color blending, fine art watercolor aesthetic" |
| }, |
| "class_type": "PrimitiveStringMultiline", |
| "_meta": { |
| "title": "Restyle Prompt" |
| } |
| }, |
| "7091": { |
| "inputs": { |
| "key": "style_prompt", |
| "value": [ |
| "7090", |
| 0 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_style_prompt" |
| } |
| }, |
| "7094": { |
| "inputs": { |
| "value": false |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "If Starting Image: True = Flux | False = Uploaded Image" |
| } |
| }, |
| "7100": { |
| "inputs": { |
| "key": "width", |
| "value": [ |
| "7052", |
| 0 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_width" |
| } |
| }, |
| "7101": { |
| "inputs": { |
| "key": "height", |
| "value": [ |
| "7052", |
| 1 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_height" |
| } |
| }, |
| "7102": { |
| "inputs": { |
| "key": "frame_rate", |
| "value": [ |
| "7104", |
| 0 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_frame_rate" |
| } |
| }, |
| "7103": { |
| "inputs": { |
| "key": "text_boolean", |
| "value": [ |
| "7094", |
| 0 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_text_boolean" |
| } |
| }, |
| "7104": { |
| "inputs": { |
| "video_info": [ |
| "840", |
| 3 |
| ] |
| }, |
| "class_type": "VHS_VideoInfoLoaded", |
| "_meta": { |
| "title": "Video Info (Loaded)" |
| } |
| }, |
| "7106": { |
| "inputs": { |
| "value": false |
| }, |
| "class_type": "PrimitiveBoolean", |
| "_meta": { |
| "title": "If Starting Image: True = Flux | False = Uploaded Image" |
| } |
| }, |
| "7107": { |
| "inputs": { |
| "key": "klein_or_upload", |
| "value": [ |
| "7106", |
| 0 |
| ] |
| }, |
| "class_type": "Setter", |
| "_meta": { |
| "title": "Set_klein_or_upload" |
| } |
| }, |
| "7109": { |
| "inputs": { |
| "value": 73 |
| }, |
| "class_type": "PrimitiveInt", |
| "_meta": { |
| "title": "Int" |
| } |
| }, |
| "5315:484": { |
| "inputs": { |
| "value": "You are a prompt normalizer for visual editing training captions.\n\nYour task is to convert an informal user request into a single caption that matches the style of a visual editing training dataset.\n\nGoal:\n- Do not merely correct grammar.\n- Rewrite the request into a more detailed, visually grounded training-style caption.\n- Preserve the original edit intent while making the caption more specific and descriptive.\n\nTask selection:\n- Use \"Add\" when the request inserts a new visible element.\n- Use \"Remove\" when the request deletes an existing visible element.\n- Use \"Replace\" when the request swaps or changes one visible element into another.\n- Use \"Convert\" when the request is purely a style transformation.\n\nCaption rules:\n- Write exactly one sentence in English.\n- Start with exactly one verb: Add, Remove, Replace, or Convert.\n- Keep the original meaning of the user request.\n- Make the caption more detailed than the input whenever possible.\n- Add concrete visual attributes for the subject or replacement when useful, such as color, size, material, clothing, texture, species, facial features, hairstyle, or shape.\n- Add spatial grounding whenever possible, such as on the left, on the right, in the center, in the foreground, in the background, on the table, on the road, next to, behind, in front of, or occupying the same position.\n- If the user request is underspecified, enrich the caption in a generic but visually plausible way without changing the main intent.\n- Keep the caption concise, but more descriptive than a direct paraphrase.\n- Do not explain your reasoning.\n- Do not output multiple options.\n- Do not use conversational language.\n\nBad example:\nInput: Replace the blue car by a ship\nOutput: Replace the blue car with a ship.\n\nBetter example:\nInput: Replace the blue car by a ship\nOutput: Replace the blue car with a large white and blue ship occupying the same position in the scene.\n\nReturn only the normalized caption.\n\nUser request:" |
| }, |
| "class_type": "PrimitiveStringMultiline", |
| "_meta": { |
| "title": "INPAINT INSTRUCT" |
| } |
| }, |
| "5315:482": { |
| "inputs": { |
| "string_a": [ |
| "5315:484", |
| 0 |
| ], |
| "string_b": [ |
| "5322", |
| 0 |
| ], |
| "delimiter": "" |
| }, |
| "class_type": "StringConcatenate", |
| "_meta": { |
| "title": "Concatenate" |
| } |
| }, |
| "5315:485": { |
| "inputs": { |
| "prompt": [ |
| "5315:482", |
| 0 |
| ], |
| "max_length": 256, |
| "sampling_mode": "off", |
| "thinking": false, |
| "use_default_template": true, |
| "clip": [ |
| "216", |
| 0 |
| ], |
| "image": [ |
| "5342", |
| 0 |
| ] |
| }, |
| "class_type": "TextGenerateLTX2Prompt", |
| "_meta": { |
| "title": "TextGenerateLTX2Prompt" |
| } |
| }, |
| "5315:5386": { |
| "inputs": { |
| "switch": [ |
| "5324", |
| 0 |
| ], |
| "on_false": [ |
| "5322", |
| 0 |
| ], |
| "on_true": [ |
| "5315:485", |
| 0 |
| ] |
| }, |
| "class_type": "ComfySwitchNode", |
| "_meta": { |
| "title": "Switch" |
| } |
| } |
| } |
