| </main><script id="app-config" type="application/json">{"id":"video-flow","title":"VideoFlow","description":"映像・音声生成、動画編集","modes":[{"id":"i2v","label":"画像から動画","workflow":{"75":{"class_type":"SaveVideo","inputs":{"filename_prefix":"video/LTX_2.3_i2v","format":"auto","codec":"auto","video":["310",0]},"_meta":{"title":"SaveVideo"}},"269":{"class_type":"LoadImage","inputs":{"image":"input.png"},"_meta":{"title":"LoadImage"}},"276":{"class_type":"RandomNoise","inputs":{"noise_seed":42},"_meta":{"title":"RandomNoise"}},"277":{"class_type":"RandomNoise","inputs":{"noise_seed":1},"_meta":{"title":"RandomNoise"}},"278":{"class_type":"LTXVConcatAVLatent","inputs":{"video_latent":["288",0],"audio_latent":["307",1]},"_meta":{"title":"処理VConcatAVLatent"}},"279":{"class_type":"LTXVAudioVAELoader","inputs":{"ckpt_name":"core-01.safetensors"},"_meta":{"title":"処理VAudioVAELoader"}},"280":{"class_type":"KSamplerSelect","inputs":{"sampler_name":"euler"},"_meta":{"title":"KSamplerSelect"}},"281":{"class_type":"ManualSigmas","inputs":{"sigmas":"0.85, 0.7250, 0.4219, 0.0"},"_meta":{"title":"ManualSigmas"}},"282":{"class_type":"CFGGuider","inputs":{"cfg":1,"model":["285",0],"positive":["284",0],"negative":["284",1]},"_meta":{"title":"CFGGuider"}},"283":{"class_type":"SamplerCustomAdvanced","inputs":{"noise":["277",0],"guider":["314",0],"sampler":["291",0],"sigmas":["306",0],"latent_image":["318",0]},"_meta":{"title":"SamplerCustomAdvanced"}},"284":{"class_type":"LTXVCropGuides","inputs":{"positive":["304",0],"negative":["304",1],"latent":["307",0]},"_meta":{"title":"処理VCropGuides"}},"285":{"class_type":"LoraLoaderModelOnly","inputs":{"lora_name":"adapter-02.safetensors","strength_model":0.7,"model":["316",0]},"_meta":{"title":"LoraLoaderModelOnly"}},"286":{"class_type":"ResizeImagesByLongerEdge","inputs":{"longer_edge":1536,"images":["290",0]},"_meta":{"title":"ResizeImagesByLongerEdge"}},"287":{"class_type":"LTXVLatentUpsampler","inputs":{"samples":["307",0],"upscale_model":["311",0],"vae":["316",2]},"_meta":{"title":"処理VLatentUpsampler"}},"288":{"class_type":"LTXVImgToVideoInplace","inputs":{"strength":1,"bypass":["302",0],"vae":["316",2],"image":["289",0],"latent":["287",0]},"_meta":{"title":"処理VImgToVideoInplace"}},"289":{"class_type":"LTXVPreprocess","inputs":{"img_compression":18,"image":["286",0]},"_meta":{"title":"処理VPreprocess"}},"290":{"class_type":"ResizeImageMaskNode","inputs":{"resize_type":"scale dimensions","resize_type.width":["312",0],"resize_type.height":["299",0],"resize_type.crop":"center","scale_method":"lanczos","input":["269",0]},"_meta":{"title":"ResizeImageMaskNode"}},"291":{"class_type":"KSamplerSelect","inputs":{"sampler_name":"euler"},"_meta":{"title":"KSamplerSelect"}},"292":{"class_type":"ComfyMathExpression","inputs":{"expression":"a/2","values.a":["312",0]},"_meta":{"title":"ComfyMathExpression"}},"294":{"class_type":"ComfyMathExpression","inputs":{"expression":"a/2","values.a":["299",0]},"_meta":{"title":"ComfyMathExpression"}},"295":{"class_type":"EmptyLTXVLatentVideo","inputs":{"width":["292",1],"height":["294",1],"length":["323",1],"batch_size":1},"_meta":{"title":"Empty処理VLatentVideo"}},"296":{"class_type":"LTXVImgToVideoInplace","inputs":{"strength":0.7,"bypass":["302",0],"vae":["316",2],"image":["289",0],"latent":["295",0]},"_meta":{"title":"処理VImgToVideoInplace"}},"297":{"class_type":"LTXVAudioVAEDecode","inputs":{"samples":["309",1],"audio_vae":["279",0]},"_meta":{"title":"処理VAudioVAEDecode"}},"298":{"class_type":"ComfyMathExpression","inputs":{"expression":"a","values.a":["300",0]},"_meta":{"title":"ComfyMathExpression"}},"299":{"class_type":"PrimitiveInt","inputs":{"value":704},"_meta":{"title":"Height"}},"300":{"class_type":"PrimitiveInt","inputs":{"value":24},"_meta":{"title":"Frame Rate"}},"301":{"class_type":"PrimitiveInt","inputs":{"value":5},"_meta":{"title":"Duration"}},"302":{"class_type":"PrimitiveBoolean","inputs":{"value":false},"_meta":{"title":"Switch to Text to Video?"}},"303":{"class_type":"CLIPTextEncode","inputs":{"text":["319",0],"clip":["317",0]},"_meta":{"title":"CLIPTextEncode"}},"304":{"class_type":"LTXVConditioning","inputs":{"frame_rate":["298",0],"positive":["303",0],"negative":["313",0]},"_meta":{"title":"処理VConditioning"}},"305":{"class_type":"LTXVEmptyLatentAudio","inputs":{"frames_number":["323",1],"frame_rate":["298",1],"batch_size":1,"audio_vae":["279",0]},"_meta":{"title":"処理VEmptyLatentAudio"}},"306":{"class_type":"ManualSigmas","inputs":{"sigmas":"1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"},"_meta":{"title":"ManualSigmas"}},"307":{"class_type":"LTXVSeparateAVLatent","inputs":{"av_latent":["283",0]},"_meta":{"title":"処理VSeparateAVLatent"}},"308":{"class_type":"SamplerCustomAdvanced","inputs":{"noise":["276",0],"guider":["282",0],"sampler":["280",0],"sigmas":["281",0],"latent_image":["278",0]},"_meta":{"title":"SamplerCustomAdvanced"}},"309":{"class_type":"LTXVSeparateAVLatent","inputs":{"av_latent":["308",0]},"_meta":{"title":"処理VSeparateAVLatent"}},"310":{"class_type":"CreateVideo","inputs":{"fps":["298",0],"bit_depth":8,"images":["315",0],"audio":["297",0]},"_meta":{"title":"CreateVideo"}},"311":{"class_type":"LatentUpscaleModelLoader","inputs":{"model_name":"upscaler-01.safetensors"},"_meta":{"title":"LatentUpscaleModelLoader"}},"312":{"class_type":"PrimitiveInt","inputs":{"value":704},"_meta":{"title":"Width"}},"313":{"class_type":"CLIPTextEncode","inputs":{"text":"pc game, console game, video game, cartoon, childish, ugly","clip":["317",0]},"_meta":{"title":"CLIPTextEncode"}},"314":{"class_type":"CFGGuider","inputs":{"cfg":1,"model":["285",0],"positive":["304",0],"negative":["304",1]},"_meta":{"title":"CFGGuider"}},"315":{"class_type":"VAEDecodeTiled","inputs":{"tile_size":768,"overlap":64,"temporal_size":4096,"temporal_overlap":4,"samples":["309",0],"vae":["316",2]},"_meta":{"title":"VAEDecodeTiled"}},"316":{"class_type":"CheckpointLoaderSimple","inputs":{"ckpt_name":"core-01.safetensors"},"_meta":{"title":"CheckpointLoaderSimple"}},"317":{"class_type":"LTXAVTextEncoderLoader","inputs":{"text_encoder":"encoder-01.safetensors","ckpt_name":"core-01.safetensors","device":"default"},"_meta":{"title":"処理AVTextEncoderLoader"}},"318":{"class_type":"LTXVConcatAVLatent","inputs":{"video_latent":["296",0],"audio_latent":["305",0]},"_meta":{"title":"処理VConcatAVLatent"}},"319":{"class_type":"PrimitiveStringMultiline","inputs":{"value":""},"_meta":{"title":"Prompt"}},"323":{"class_type":"ComfyMathExpression","inputs":{"expression":"a * b + 1","values.a":["301",0],"values.b":["300",0]},"_meta":{"title":"Math Expression (length)"}}},"missingNodes":[]},{"id":"t2v","label":"テキストから動画","workflow":{"75":{"class_type":"SaveVideo","inputs":{"filename_prefix":"video/LTX_2.3_t2v","format":"auto","codec":"auto","video":["310",0]},"_meta":{"title":"SaveVideo"}},"276":{"class_type":"RandomNoise","inputs":{"noise_seed":42},"_meta":{"title":"RandomNoise"}},"277":{"class_type":"RandomNoise","inputs":{"noise_seed":1},"_meta":{"title":"RandomNoise"}},"278":{"class_type":"LTXVConcatAVLatent","inputs":{"video_latent":["287",0],"audio_latent":["307",1]},"_meta":{"title":"処理VConcatAVLatent"}},"279":{"class_type":"LTXVAudioVAELoader","inputs":{"ckpt_name":"core-01.safetensors"},"_meta":{"title":"処理VAudioVAELoader"}},"280":{"class_type":"KSamplerSelect","inputs":{"sampler_name":"euler"},"_meta":{"title":"KSamplerSelect"}},"281":{"class_type":"ManualSigmas","inputs":{"sigmas":"0.85, 0.7250, 0.4219, 0.0"},"_meta":{"title":"ManualSigmas"}},"282":{"class_type":"CFGGuider","inputs":{"cfg":1,"model":["285",0],"positive":["284",0],"negative":["284",1]},"_meta":{"title":"CFGGuider"}},"283":{"class_type":"SamplerCustomAdvanced","inputs":{"noise":["277",0],"guider":["314",0],"sampler":["291",0],"sigmas":["306",0],"latent_image":["318",0]},"_meta":{"title":"SamplerCustomAdvanced"}},"284":{"class_type":"LTXVCropGuides","inputs":{"positive":["304",0],"negative":["304",1],"latent":["307",0]},"_meta":{"title":"処理VCropGuides"}},"285":{"class_type":"LoraLoaderModelOnly","inputs":{"lora_name":"adapter-02.safetensors","strength_model":0.7,"model":["316",0]},"_meta":{"title":"LoraLoaderModelOnly"}},"287":{"class_type":"LTXVLatentUpsampler","inputs":{"samples":["307",0],"upscale_model":["311",0],"vae":["316",2]},"_meta":{"title":"処理VLatentUpsampler"}},"291":{"class_type":"KSamplerSelect","inputs":{"sampler_name":"euler"},"_meta":{"title":"KSamplerSelect"}},"292":{"class_type":"ComfyMathExpression","inputs":{"expression":"a/2","values.a":["312",0]},"_meta":{"title":"ComfyMathExpression"}},"294":{"class_type":"ComfyMathExpression","inputs":{"expression":"a/2","values.a":["299",0]},"_meta":{"title":"ComfyMathExpression"}},"295":{"class_type":"EmptyLTXVLatentVideo","inputs":{"width":["292",1],"height":["294",1],"length":["323",1],"batch_size":1},"_meta":{"title":"Empty処理VLatentVideo"}},"297":{"class_type":"LTXVAudioVAEDecode","inputs":{"samples":["309",1],"audio_vae":["279",0]},"_meta":{"title":"処理VAudioVAEDecode"}},"298":{"class_type":"ComfyMathExpression","inputs":{"expression":"a","values.a":["300",0]},"_meta":{"title":"ComfyMathExpression"}},"299":{"class_type":"PrimitiveInt","inputs":{"value":704},"_meta":{"title":"Height"}},"300":{"class_type":"PrimitiveInt","inputs":{"value":24},"_meta":{"title":"Frame Rate"}},"301":{"class_type":"PrimitiveInt","inputs":{"value":5},"_meta":{"title":"Duration"}},"302":{"class_type":"PrimitiveBoolean","inputs":{"value":false},"_meta":{"title":"Switch to Text to Video?"}},"303":{"class_type":"CLIPTextEncode","inputs":{"text":["319",0],"clip":["317",0]},"_meta":{"title":"CLIPTextEncode"}},"304":{"class_type":"LTXVConditioning","inputs":{"frame_rate":["298",0],"positive":["303",0],"negative":["313",0]},"_meta":{"title":"処理VConditioning"}},"305":{"class_type":"LTXVEmptyLatentAudio","inputs":{"frames_number":["323",1],"frame_rate":["298",1],"batch_size":1,"audio_vae":["279",0]},"_meta":{"title":"処理VEmptyLatentAudio"}},"306":{"class_type":"ManualSigmas","inputs":{"sigmas":"1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"},"_meta":{"title":"ManualSigmas"}},"307":{"class_type":"LTXVSeparateAVLatent","inputs":{"av_latent":["283",0]},"_meta":{"title":"処理VSeparateAVLatent"}},"308":{"class_type":"SamplerCustomAdvanced","inputs":{"noise":["276",0],"guider":["282",0],"sampler":["280",0],"sigmas":["281",0],"latent_image":["278",0]},"_meta":{"title":"SamplerCustomAdvanced"}},"309":{"class_type":"LTXVSeparateAVLatent","inputs":{"av_latent":["308",0]},"_meta":{"title":"処理VSeparateAVLatent"}},"310":{"class_type":"CreateVideo","inputs":{"fps":["298",0],"bit_depth":8,"images":["315",0],"audio":["297",0]},"_meta":{"title":"CreateVideo"}},"311":{"class_type":"LatentUpscaleModelLoader","inputs":{"model_name":"upscaler-01.safetensors"},"_meta":{"title":"LatentUpscaleModelLoader"}},"312":{"class_type":"PrimitiveInt","inputs":{"value":704},"_meta":{"title":"Width"}},"313":{"class_type":"CLIPTextEncode","inputs":{"text":"pc game, console game, video game, cartoon, childish, ugly","clip":["317",0]},"_meta":{"title":"CLIPTextEncode"}},"314":{"class_type":"CFGGuider","inputs":{"cfg":1,"model":["285",0],"positive":["304",0],"negative":["304",1]},"_meta":{"title":"CFGGuider"}},"315":{"class_type":"VAEDecodeTiled","inputs":{"tile_size":768,"overlap":64,"temporal_size":4096,"temporal_overlap":4,"samples":["309",0],"vae":["316",2]},"_meta":{"title":"VAEDecodeTiled"}},"316":{"class_type":"CheckpointLoaderSimple","inputs":{"ckpt_name":"core-01.safetensors"},"_meta":{"title":"CheckpointLoaderSimple"}},"317":{"class_type":"LTXAVTextEncoderLoader","inputs":{"text_encoder":"encoder-01.safetensors","ckpt_name":"core-01.safetensors","device":"default"},"_meta":{"title":"処理AVTextEncoderLoader"}},"318":{"class_type":"LTXVConcatAVLatent","inputs":{"video_latent":["295",0],"audio_latent":["305",0]},"_meta":{"title":"処理VConcatAVLatent"}},"319":{"class_type":"PrimitiveStringMultiline","inputs":{"value":""},"_meta":{"title":"Prompt"}},"323":{"class_type":"ComfyMathExpression","inputs":{"expression":"a * b + 1","values.a":["301",0],"values.b":["300",0]},"_meta":{"title":"Math Expression (length)"}}},"missingNodes":[]},{"id":"v2v","label":"動画延長","workflow":{"100":{"inputs":{"ckpt_name":"core-01.safetensors"},"class_type":"CheckpointLoaderSimple"},"101":{"inputs":{"text_encoder":"encoder-01.safetensors","ckpt_name":"core-01.safetensors","device":"default"},"class_type":"LTXAVTextEncoderLoader"},"102":{"inputs":{"ckpt_name":"core-01.safetensors"},"class_type":"LTXVAudioVAELoader"},"109":{"inputs":{"video_info":["110",3]},"class_type":"VHS_VideoInfo"},"110":{"inputs":{"video":"input.mp4","force_rate":24,"custom_width":704,"custom_height":704,"frame_load_cap":121,"skip_first_frames":0,"select_every_nth":1,"format":"LTXV"},"class_type":"VHS_LoadVideo"},"111":{"inputs":{"image":["110",0],"img_compression":33},"class_type":"LTXVPreprocess"},"112":{"inputs":{"image":["110",0],"batch_index":0,"length":1},"class_type":"ImageFromBatch"},"113":{"inputs":{"width":704,"height":704,"length":121,"batch_size":1},"class_type":"EmptyLTXVLatentVideo"},"114":{"inputs":{"vae":["100",2],"image":["111",0],"latent":["113",0],"strength":0.8,"bypass":false},"class_type":"LTXVImgToVideoInplace"},"115":{"inputs":{"audio_vae":["102",0],"frames_number":121,"frame_rate":24,"batch_size":1},"class_type":"LTXVEmptyLatentAudio"},"116":{"inputs":{"video_latent":["114",0],"audio_latent":["115",0],"video_fps":["109",5],"video_start_time":["109",7],"video_end_time":5,"audio_start_time":0,"audio_end_time":5,"max_length":"pad","existing_mask_mode":"add"},"class_type":"LTXVAudioVideoMask"},"117":{"inputs":{"video_latent":["116",0],"audio_latent":["116",1]},"class_type":"LTXVConcatAVLatent"},"120":{"inputs":{"text":"","clip":["101",0]},"class_type":"CLIPTextEncode"},"121":{"inputs":{"text":"pc game, console game, video game, cartoon, childish, ugly, background noise, white noise, hiss, static noise, crackling, popping, distortion, clipping, over-compressed audio, harsh reverb, excessive echo, long echo tail, muddy mix, metallic ringing, robotic artifacts, phase issues, low quality audio, unstable audio","clip":["101",0]},"class_type":"CLIPTextEncode"},"122":{"inputs":{"positive":["120",0],"negative":["121",0],"frame_rate":24},"class_type":"LTXVConditioning"},"123":{"inputs":{"sigmas":"sigmas: 1.000000000, 0.963327590, 0.743951393, 0.201509618, 0.000000000"},"class_type":"ManualSigmas"},"127":{"inputs":{"noise_seed":1},"class_type":"RandomNoise"},"128":{"inputs":{"sampler_name":"euler_ancestral"},"class_type":"KSamplerSelect"},"129":{"inputs":{"noise":["127",0],"guider":["v2v_stg_guider",0],"sampler":["128",0],"sigmas":["123",0],"latent_image":["117",0]},"class_type":"SamplerCustomAdvanced"},"130":{"inputs":{"av_latent":["129",0]},"class_type":"LTXVSeparateAVLatent"},"131":{"inputs":{"samples":["130",0],"vae":["100",2]},"class_type":"VAEDecode"},"132":{"inputs":{"samples":["130",1],"audio_vae":["102",0]},"class_type":"LTXVAudioVAEDecode"},"133":{"inputs":{"images":["131",0],"audio":["132",0],"frame_rate":24,"loop_count":0,"filename_prefix":"GPU App/ltx23-v2v","format":"video/h264-mp4","pix_fmt":"yuv420p","crf":23,"save_metadata":false,"trim_to_audio":false,"pingpong":false,"save_output":true},"class_type":"VHS_VideoCombine"},"v2v_distilled_lora":{"class_type":"LoraLoaderModelOnly","inputs":{"model":["v2v_reference_enable",0],"lora_name":"adapter-02.safetensors","strength_model":0.7},"_meta":{"title":"処理 Distilled LoRA"}},"v2v_guider":{"class_type":"CFGGuider","inputs":{"cfg":1,"model":["v2v_distilled_lora",0],"positive":["122",0],"negative":["122",1]},"_meta":{"title":"V2V CFGGuider"}},"v2v_reference_enable":{"class_type":"LTXReferenceEnable","inputs":{"model":["100",0],"zero_ref_timesteps":false,"verbose":false},"_meta":{"title":"処理 V2V Reference Enable"}},"v2v_reference_conditioning":{"class_type":"LTXReferenceConditioning","inputs":{"model":["v2v_distilled_lora",0],"vae":["100",2],"image":["112",0],"target_latent":["116",0],"strength":1,"position_mode":"reference","verbose":false},"_meta":{"title":"処理 V2V Reference Conditioning"}},"v2v_chunk_feed_forward":{"class_type":"LTXVChunkFeedForward","inputs":{"model":["v2v_reference_conditioning",0],"chunks":4,"dim_threshold":4096},"_meta":{"title":"処理 V2V Chunk Feed Forward"}},"v2v_stg_guider":{"class_type":"LTX2STGGuider","inputs":{"model":["v2v_chunk_feed_forward",0],"positive":["122",0],"negative":["122",1],"sigmas":["123",0],"cfg_per_step":"2.0, 1.0, 1.0, 1.0, 1.0","stg_scale_per_step":"1.0, 0.7, 0.0, 0.0, 0.0","stg_rescale_per_step":"1.0, 1.0, 1.0, 1.0, 1.0","cfg_mode":"per_step_list","cfg_min":1,"cfg_max":25.88,"stg_mode":"per_step_list","stg_min":0,"stg_max":2,"stg_rescale_mode":"per_step_list","stg_rescale_min":1,"stg_rescale_max":1,"block_indices":"14, 19","skip_steps_sigma_threshold":1,"debug":false},"_meta":{"title":"処理 V2V STG Guider"}}},"missingNodes":["LTXReferenceEnable","LTXReferenceConditioning","LTX2STGGuider"]}],"source":"host-current-r2v-deploy"}</script><script src="./app.js" defer></script></body></html> |
