Preview for Phantom Subject Consistent Wan2.1 Videos
Phantom Subject Consistent Wan2.1 Videos workflow diagram

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Description

Unlock the potential of subject-consistent video generation with the Phantom Workflow on ComfyUI, powered by InstaSD. Built on the Phantom model by Phantom-video, this workflow allows you to create high-quality, subject-preserving video content through advanced cross-modal alignment. Whether you're a content creator, AI researcher, or animator, Phantom ensures that your videos maintain consistent subject identity and fluid transitions across frames.

🎯 Features

  • Subject-Consistent Generation – Ensure stable subject identity throughout the video sequence.
  • Text-to-Video & Image-to-Video – Seamlessly transform text and image prompts into detailed video sequences.
  • Cross-Modal Alignment – Leverages text-image-video triplets for high-quality and contextually rich videos.
  • Cloud-Powered Performance – Run on InstaSD’s high-VRAM GPUs for optimized video generation.

đź’ˇ Use Cases

  • Creative Video Production – Generate videos based on specific subjects, ensuring consistent visuals throughout.
  • AI Research & Experimentation – Explore subject-preserving techniques in video generation.
  • Advertising & Marketing – Create compelling subject-focused video content for campaigns.

⚙️ How It Works

  1. Launch the Workflow – Open the preconfigured ComfyUI instance with the Phantom Workflow.
  2. Input Your Prompt & Reference – Provide a prompt and reference images to guide the video generation.
  3. Generate & Preview – Let InstaSD’s powerful cloud infrastructure process the video sequence with high quality.
  4. Download Your Video – Export the generated video for use in projects or further editing.

Models

FileDestinationSource
umt5_xxl_fp16.safetensors/ComfyUI/models/clip_visionDownload
Wan2_1_VAE_bf16.safetensors/ComfyUI/models/vaeDownload
Phantom-Wan-1_3B_fp16.safetensors/ComfyUI/models/diffusion_modelsDownload
umt5-xxl-enc-bf16.safetensors/ComfyUI/models/clip_visionDownload
umt5-xxl-enc-bf16.safetensors/ComfyUI/models/text_encodersDownload
OmniSR_X2_DIV2K.safetensors/ComfyUI/models/upscale_modelsDownload
Untitled design (72).png/ComfyUI/inputDownload
51mk7Scj7QL._AC_SX679_.jpg/ComfyUI/inputDownload

Nodes

NoteWanVideoEncodeImageResizeKJWanVideoModelLoaderImageFromBatch+ImageListToImageBatchImageScaleFILM VFIVHS_VideoCombineUpscaleModelLoaderSimpleMath+GetImageSize+IntImagePadKJWanVideoTeaCacheWanVideoPhantomEmbedsWanVideoSamplerLoadImageWanVideoTorchCompileSettingsWanVideoVAELoaderINTConstantImageUpscaleWithModelImageConcatMultiWanVideoDecodeLoadWanVideoT5TextEncoderWanVideoTextEncode