384 lines
14 KiB
Python
384 lines
14 KiB
Python
class videoModelSearch:
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"""Video Model Search node for searching and selecting video models"""
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# Define the video models by architecture with their default dimensions
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VIDEO_MODELS = {
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"KlingAI": [
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"klingai:1@2 (KlingAI V1.0 Pro)",
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"klingai:1@1 (KlingAI V1 Standard)",
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"klingai:2@2 (KlingAI V1.5 Pro)",
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"klingai:2@1 (KlingAI V1.5 Standard)",
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"klingai:3@1 (KlingAI V1.6 Standard)",
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"klingai:3@2 (KlingAI V1.6 Pro)",
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"klingai:4@3 (KlingAI V2.1 Master)",
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"klingai:5@1 (KlingAI V2.1 Standard (I2V))",
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"klingai:5@2 (KlingAI V2.1 Pro (I2V))",
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"klingai:5@3 (KlingAI V2.0 Master)",
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"klingai:6@1 (KlingAI 2.5 Turbo Pro)",
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"klingai:7@1 (KlingAI Lip-Sync)",
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"klingai:kling@o1 (Kling VIDEO O1)",
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],
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"Veo": [
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"google:2@0 (Veo 2.0)",
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"google:3@0 (Veo 3.0)",
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"google:3@1 (Veo 3.0 Fast)",
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"google:3@2 (Veo 3.1)",
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"google:3@3 (Veo 3.1 Fast)",
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],
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"Bytedance": [
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"bytedance:2@1 (Seedance 1.0 Pro)",
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"bytedance:1@1 (Seedance 1.0 Lite)",
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"bytedance:5@1 (OmniHuman 1)",
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"bytedance:5@2 (OmniHuman 1.5)",
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],
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"MiniMax": [
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"minimax:1@1 (MiniMax 01 Base)",
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"minimax:2@1 (MiniMax 01 Director)",
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"minimax:2@3 (MiniMax I2V 01 Live)",
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"minimax:3@1 (MiniMax 02 Hailuo)",
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"minimax:4@1 (MiniMax Hailuo 2.3)",
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"minimax:4@2 (MiniMax Hailuo 2.3 Fast)",
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],
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"PixVerse": [
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"pixverse:1@1 (PixVerse v3.5)",
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"pixverse:1@2 (PixVerse v4)",
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"pixverse:1@3 (PixVerse v4.5)",
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"pixverse:1@6 (PixVerse v5.5)",
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"pixverse:lipsync@1 (PixVerse LipSync)",
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],
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"Vidu": [
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"vidu:1@0 (Vidu Q1 Classic)",
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"vidu:1@1 (Vidu Q1)",
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"vidu:1@5 (Vidu 1.5)",
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"vidu:2@0 (Vidu 2.0)",
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],
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"Wan": [
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"runware:200@1 (Wan 2.1 1.3B)",
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"runware:200@2 (Wan 2.1 14B)",
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"runware:200@6 (Wan 2.2)",
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],
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"OpenAI": [
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"openai:3@1 (OpenAI Sora 3.1)",
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"openai:3@0 (OpenAI Sora 3.0)",
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],
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"Lightricks": [
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"lightricks:2@0 (LTX Fast)",
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"lightricks:2@1 (LTX Pro)",
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"lightricks:3@1 (LTX-2 Retake)",
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],
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"Ovi": [
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"runware:190@1 (Ovi)",
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],
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"Runway": [
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"runway:2@1 (Runway Aleph)",
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"runway:1@1 (Runway Gen-4 Turbo)",
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],
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"Luma": [
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"lumaai:1@1 (Luma Ray 1.6)",
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"lumaai:2@1 (Luma Ray 2)",
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"lumaai:2@2 (Luma Ray 2 Flash)",
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],
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}
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# Model dimensions mapping
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MODEL_DIMENSIONS = {
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# KlingAI Models
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"klingai:1@2": {"width": 1280, "height": 720},
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"klingai:1@1": {"width": 1280, "height": 720},
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"klingai:2@2": {"width": 1920, "height": 1080},
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"klingai:2@1": {"width": 1280, "height": 720},
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"klingai:3@1": {"width": 1280, "height": 720},
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"klingai:3@2": {"width": 1920, "height": 1080},
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"klingai:4@3": {"width": 1280, "height": 720},
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"klingai:5@1": {"width": 1280, "height": 720},
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"klingai:5@2": {"width": 1920, "height": 1080},
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"klingai:5@3": {"width": 1920, "height": 1080},
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"klingai:6@1": {"width": 1920, "height": 1080},
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"klingai:7@1": {"width": 0, "height": 0},
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"klingai:kling@o1": {"width": 1440, "height": 1440},
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# Veo Models
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"google:2@0": {"width": 1280, "height": 720},
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"google:3@0": {"width": 1280, "height": 720},
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"google:3@1": {"width": 1280, "height": 720},
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"google:3@2": {"width": 1280, "height": 720},
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"google:3@3": {"width": 1280, "height": 720},
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# Bytedance Models
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"bytedance:2@1": {"width": 864, "height": 480},
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"bytedance:1@1": {"width": 864, "height": 480},
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"bytedance:5@1": {"width": 1024, "height": 1024},
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"bytedance:5@2": {"width": 1024, "height": 1024},
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# MiniMax Models
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"minimax:1@1": {"width": 1366, "height": 768},
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"minimax:2@1": {"width": 1366, "height": 768},
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"minimax:2@3": {"width": 1366, "height": 768},
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"minimax:3@1": {"width": 1366, "height": 768},
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"minimax:4@1": {"width": 1366, "height": 768},
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"minimax:4@2": {"width": 1366, "height": 768},
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# PixVerse Models
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"pixverse:1@1": {"width": 640, "height": 360},
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"pixverse:1@2": {"width": 640, "height": 360},
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"pixverse:1@3": {"width": 640, "height": 360},
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"pixverse:1@6": {"width": 640, "height": 360},
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"pixverse:lipsync@1": {"width": 640, "height": 360},
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# Vidu Models
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"vidu:1@0": {"width": 1920, "height": 1080},
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"vidu:1@1": {"width": 1920, "height": 1080},
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"vidu:1@5": {"width": 1920, "height": 1080},
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"vidu:2@0": {"width": 1920, "height": 1080},
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# Wan Models
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"runware:200@1": {"width": 853, "height": 480},
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"runware:200@2": {"width": 853, "height": 480},
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"runware:200@6": {"width": 1280, "height": 720},
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# OpenAI Models
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"openai:3@1": {"width": 1280, "height": 720},
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"openai:3@0": {"width": 1280, "height": 720},
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# Lightricks Models
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"lightricks:2@0": {"width": 1920, "height": 1080},
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"lightricks:2@1": {"width": 1920, "height": 1080},
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"lightricks:3@1": {"width": 0, "height": 0},
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# Ovi Models
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"runware:190@1": {"width": 0, "height": 0},
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# Runway Models
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"runway:2@1": {"width": 1280, "height": 720},
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"runway:1@1": {"width": 1280, "height": 720},
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# Luma Models
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"lumaai:1@1": {"width": 1080, "height": 720},
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"lumaai:2@1": {"width": 1080, "height": 720},
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"lumaai:2@2": {"width": 1080, "height": 720},
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}
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# Model resolutions mapping
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MODEL_RESOLUTIONS = {
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# KlingAI Models
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"klingai:1@2": "720p",
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"klingai:1@1": "720p",
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"klingai:2@2": "1080p",
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"klingai:2@1": "720p",
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"klingai:3@1": "720p",
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"klingai:3@2": "1080p",
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"klingai:4@3": "720p",
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"klingai:5@1": "720p",
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"klingai:5@2": "1080p",
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"klingai:5@3": "1080p",
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"klingai:6@1": "1080p",
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"klingai:7@1": None, # No resolution support
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"klingai:kling@o1": None, # No standard resolution (1440x1440)
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# Veo Models
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"google:2@0": "720p",
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"google:3@0": "720p",
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"google:3@1": "720p",
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"google:3@2": "720p",
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"google:3@3": "720p",
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# Bytedance Models
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"bytedance:2@1": "480p",
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"bytedance:1@1": "480p",
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"bytedance:5@1": None, # No resolution support (fixed 1024x1024)
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"bytedance:5@2": None, # No resolution support (fixed 1024x1024)
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# MiniMax Models (support both 768p and 720p, using 768p as primary)
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"minimax:1@1": "768p",
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"minimax:2@1": "768p",
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"minimax:2@3": "768p",
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"minimax:3@1": "768p",
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"minimax:4@1": "768p",
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"minimax:4@2": "768p",
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# PixVerse Models
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"pixverse:1@1": "360p",
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"pixverse:1@2": "360p",
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"pixverse:1@3": "360p",
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"pixverse:1@6": "360p",
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"pixverse:lipsync@1": "360p",
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# Vidu Models
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"vidu:1@0": "1080p",
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"vidu:1@1": "1080p",
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"vidu:1@5": "1080p",
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"vidu:2@0": "1080p",
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# Wan Models
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"runware:200@1": "480p",
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"runware:200@2": "480p",
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"runware:200@6": "720p",
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# OpenAI Models
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"openai:3@1": "720p",
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"openai:3@0": "720p",
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# Lightricks Models
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"lightricks:2@0": "1080p",
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"lightricks:2@1": "1080p",
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"lightricks:3@1": None, # No resolution support
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# Ovi Models
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"runware:190@1": None, # No resolution support
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# Runway Models
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"runway:2@1": "720p",
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"runway:1@1": "720p",
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# Luma Models
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"lumaai:1@1": "720p",
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"lumaai:2@1": "720p",
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"lumaai:2@2": "720p",
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}
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MODEL_ARCHITECTURES = [
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"All",
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"KlingAI",
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"Veo",
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"Bytedance",
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"MiniMax",
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"PixVerse",
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"Vidu",
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"Wan",
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"OpenAI",
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"Lightricks",
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"Ovi",
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"Runway",
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"Luma"
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]
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DEFAULT_DIMENSIONS = {"width": 1024, "height": 576}
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@classmethod
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def INPUT_TYPES(cls):
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allModels = cls._getAllModels()
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defaultModel = "klingai:5@3 (KlingAI V2.0 Master)"
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defaultModelCode = defaultModel.split(" (")[0]
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defaultDims = cls.MODEL_DIMENSIONS.get(defaultModelCode, cls.DEFAULT_DIMENSIONS)
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defaultResolution = cls.MODEL_RESOLUTIONS.get(defaultModelCode, None)
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return {
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"required": {
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"Model Search": ("STRING", {
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"tooltip": "Search For Specific Video Model By Name Or Civit AIR Code (eg: KlingAI, Veo).",
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}),
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"Model Architecture": (cls.MODEL_ARCHITECTURES, {
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"tooltip": "Choose Video Model Architecture To Filter Results.",
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"default": "KlingAI",
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}),
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"VideoList": (allModels, {
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"tooltip": "Video Model Results Will Show UP Here So You Could Choose From.",
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"default": defaultModel,
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}),
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"Use Search Value": ("BOOLEAN", {
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"tooltip": "When Enabled, the value you've set in the search input will be used instead.\n\nThis is useful in case the model search API is down or you prefer to set the model manually.",
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"default": False,
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"label_on": "Enabled",
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"label_off": "Disabled",
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}),
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"useCustomDimensions": (["Model Default", "Custom", "Disabled"], {
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"tooltip": "Model Default: Use model's recommended resolution. Custom: Use custom Width/Height values. Disabled: Don't pass width/height to API.",
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"default": "Model Default",
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}),
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"Width": ("INT", {
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"default": defaultDims["width"],
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"min": 0,
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"max": 4096,
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"step": 1,
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"tooltip": "Custom Width For The Selected Model. Defaults To Model's Recommended Width.",
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}),
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"Height": ("INT", {
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"default": defaultDims["height"],
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"min": 0,
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"max": 4096,
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"step": 1,
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"tooltip": "Custom Height For The Selected Model. Defaults To Model's Recommended Height.",
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}),
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"useResolution": ("BOOLEAN", {
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"tooltip": "Enable to include resolution parameter in API request. Disable if your model doesn't support resolution.",
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"default": False,
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}),
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"resolution": (["360p", "480p", "720p", "768p", "1080p"], {
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"tooltip": "Select a standard resolution for Video Inference. Only used when 'Use Resolution' is enabled.",
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"default": defaultResolution if defaultResolution else "720p",
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}),
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},
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}
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@classmethod
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def _getAllModels(cls):
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"""Get all models from all architectures"""
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allModels = []
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for models in cls.VIDEO_MODELS.values():
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allModels.extend(models)
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return allModels
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DESCRIPTION = "Directly Search and Connect Video Models to Runware Video Inference Nodes In ComfyUI."
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FUNCTION = "videoModelSearch"
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RETURN_TYPES = ("RUNWAREVIDEOMODEL", "INT", "INT")
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RETURN_NAMES = ("Runware Video Model", "Width", "Height")
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CATEGORY = "Runware"
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@classmethod
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def VALIDATE_INPUTS(cls, VideoList):
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return True
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def videoModelSearch(self, **kwargs):
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"""Search and return video model with dimensions"""
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enableSearchValue = kwargs.get("Use Search Value", False)
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searchInput = kwargs.get("Model Search")
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customWidth = kwargs.get("Width", 0)
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customHeight = kwargs.get("Height", 0)
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useCustomDimensions = kwargs.get("useCustomDimensions", "Model Default")
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useResolution = kwargs.get("useResolution", False)
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resolution = kwargs.get("resolution", "720p")
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if enableSearchValue:
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modelAirCode = searchInput
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else:
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currentModel = kwargs.get("VideoList")
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modelAirCode = currentModel.split(" (")[0]
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dimensions = self.MODEL_DIMENSIONS.get(modelAirCode, self.DEFAULT_DIMENSIONS)
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modelResolution = self.MODEL_RESOLUTIONS.get(modelAirCode, None)
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if useCustomDimensions == "Custom":
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# Use custom dimensions from Width/Height widgets
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width = customWidth
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height = customHeight
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returnWidth = width
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returnHeight = height
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elif useCustomDimensions == "Disabled":
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# Don't pass width/height (use None in dict, but return 0 for INT output)
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width = None
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height = None
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returnWidth = 0
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returnHeight = 0
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else: # "Model Default"
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# Use model default dimensions
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width = dimensions["width"]
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height = dimensions["height"]
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returnWidth = width
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returnHeight = height
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resultDict = {
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"model": modelAirCode,
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"useCustomDimensions": useCustomDimensions,
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"width": width,
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"height": height,
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}
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# Add resolution if enabled and model supports it
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if useResolution and modelResolution is not None:
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resultDict["resolution"] = resolution
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resultDict["useResolution"] = True
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else:
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resultDict["useResolution"] = False
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return (resultDict, returnWidth, returnHeight)
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