Crane_over_the_head / README.md
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metadata
license: apache-2.0
language:
  - en
base_model:
  - Wan-AI/Wan2.1-I2V-14B-480P
  - Wan-AI/Wan2.1-I2V-14B-480P-Diffusers
pipeline_tag: image-to-video
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - image-to-video
widget:
  - text: >-
      A young man with curly hair and wire frame wings stands in an abandoned
      building, looking directly at the camera. The camera begins a cr4n3 crane
      over the head movement, rising smoothly upwards. As the cr4n3 crane over
      the head movement progresses, the young man looks up towards the camera.
      The cr4n3 crane over the head movement concludes with a high-angle shot,
      looking down at the young man with his wire frame wings.
    output:
      url: example_videos/1.mp4
  - text: >-
      A man with a white beard, wearing a red bandana, a black leather jacket,
      an orange t-shirt with "REMADE AI" printed on it, and blue jeans, sits on
      a black motorcycle, looking directly at the camera. The camera then
      performs a cr4n3 crane over the head movement, smoothly rising higher and
      tilting downwards, revealing the man and motorcycle against a dimly lit
      garage backdrop. As the cr4n3 crane over the head continues, the man looks
      up towards the rising camera.
    output:
      url: example_videos/2.mp4
  - text: >-
      A person with short, textured hair, wearing a graphic t-shirt, a choker
      necklace, and baggy jeans, crouches on a wet, reflective surface. The
      background features vertical neon lights in red and blue. The camera
      begins a cr4n3 crane over the head movement, smoothly rising upwards and
      tilting down, offering an increasingly high-angle view of the person and
      the rain-slicked ground. As the cr4n3 crane over the head movement
      progresses, the person looks up towards the rising camera.
    output:
      url: example_videos/3.mp4

Crane over the head LoRA for Wan2.1 14B I2V 480p

Overview

Rises smoothly above the subject to reveal the scene from an overhead angle. Ideal for transitions, dramatic reveals, or shifting perspective gracefully.This LoRA is trained on the Wan2.1 14B I2V 480p model.

Features

  • Trained on the Wan2.1 14B 480p I2V base model
  • Consistent results across different object types
  • Simple prompt structure that's easy to adapt

Community

Prompt
A young man with curly hair and wire frame wings stands in an abandoned building, looking directly at the camera. The camera begins a cr4n3 crane over the head movement, rising smoothly upwards. As the cr4n3 crane over the head movement progresses, the young man looks up towards the camera. The cr4n3 crane over the head movement concludes with a high-angle shot, looking down at the young man with his wire frame wings.
Prompt
A man with a white beard, wearing a red bandana, a black leather jacket, an orange t-shirt with "REMADE AI" printed on it, and blue jeans, sits on a black motorcycle, looking directly at the camera. The camera then performs a cr4n3 crane over the head movement, smoothly rising higher and tilting downwards, revealing the man and motorcycle against a dimly lit garage backdrop. As the cr4n3 crane over the head continues, the man looks up towards the rising camera.
Prompt
A person with short, textured hair, wearing a graphic t-shirt, a choker necklace, and baggy jeans, crouches on a wet, reflective surface. The background features vertical neon lights in red and blue. The camera begins a cr4n3 crane over the head movement, smoothly rising upwards and tilting down, offering an increasingly high-angle view of the person and the rain-slicked ground. As the cr4n3 crane over the head movement progresses, the person looks up towards the rising camera.

Model File and Inference Workflow

📥 Download Links:


Recommended Settings

  • LoRA Strength: 1.0
  • Embedded Guidance Scale: 6.0
  • Flow Shift: 5.0

Trigger Words

The key trigger phrase is: cr4n3 crane over the head movement

Prompt Template

For prompting, check out the example prompts; this way of prompting seems to work very well.

ComfyUI Workflow

This LoRA works with a modified version of Kijai's Wan Video Wrapper workflow. The main modification is adding a Wan LoRA node connected to the base model.

See the Downloads section above for the modified workflow.

Model Information

The model weights are available in Safetensors format. See the Downloads section above.

Training Details

  • Base Model: Wan2.1 14B I2V 480p
  • Training Data: Trained on 50 seconds of video comprised of 10 short clips (each clip captioned separately) of scenes that used the crane over the head camera motion.
  • Epochs: 50

Additional Information

Training was done using Diffusion Pipe for Training

Acknowledgments

Special thanks to Kijai for the ComfyUI Wan Video Wrapper and tdrussell for the training scripts!