cloneofsimo/hotshot-xl-lora-controlnet 🖼️🔢📝❓ → 🖼️

▶️ 3.8K runs 📅 Oct 2023 ⚙️ Cog 0.8.6 🔗 GitHub 📄 Paper ⚖️ License
image-editing text-to-video

Performance

23.4sTypical run time
3.8KTotal runs

About

Text-to-gif using SDXL, with controlnet and lora support

Example Output

Prompt:

"anime, animated establishing shot of a volcano erupting, bright sunshine and snow"

Output

Example output

Performance Metrics

23.42s Prediction Time
23.42s Total Time
All Input Parameters
{
  "gif": null,
  "seed": 1002,
  "steps": 30,
  "width": 672,
  "height": 384,
  "prompt": "anime, animated establishing shot of a volcano erupting, bright sunshine and snow",
  "hf_lora_url": null,
  "control_type": "depth",
  "target_width": 512,
  "video_length": 8,
  "target_height": 512,
  "original_width": 1920,
  "video_duration": 1000,
  "negative_prompt": "dark, underexposed",
  "original_height": 1080,
  "control_guidance_end": 0.7,
  "replicate_weights_url": "",
  "control_guidance_start": 0,
  "controlnet_conditioning_scale": 0.8
}
Input Parameters
gif Type: stringDefault: null
Input GIF for controlnet condition.
seed Type: integerDefault: 455
The seed for the random number generator.
steps Type: integerDefault: 30
The number of steps for the prediction.
width Type: integerDefault: 672
The width of the generated images.
height Type: integerDefault: 384
The height of the generated images.
prompt Type: stringDefault: Hi there doggo!
The main prompt that guides the image generation.
hf_lora_url Type: stringDefault: null
The Hugginface URL for LoRA. For example, `fofr/barbie`
control_type Default: null
The type of control net to use for conditional generation.
target_width Type: integerDefault: 512
The `target_size width` of the images.
video_length Type: integerDefault: 8
The length of the video in frames.
target_height Type: integerDefault: 512
The `target_size height` of the images.
original_width Type: integerDefault: 1920
The width of the `original_size` of images. If `original_size` is not the same as `target_size` the image will appear to be down- or upsampled. `original_size` defaults to `(width, height)` if not specified. Part of SDXL's micro-conditioning as explained in section 2.2 of https://arxiv.org/abs/2307.01952
video_duration Type: integerDefault: 1000
The duration of the video in milliseconds.
negative_prompt Type: stringDefault:
A negative prompt to avoid certain features in the generated images.
original_height Type: integerDefault: 1080
The `original_size height` of the images.
control_guidance_end Type: numberDefault: 1
The end of the control guidance.
replicate_weights_url Type: stringDefault: null
Replicate LoRA weights to use. Leave blank to use the default weights.
control_guidance_start Type: numberDefault: 0
The start of the control guidance.
controlnet_conditioning_scale Type: numberDefault: 0.7
The scale of the controlnet conditioning.
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
Warning - setting num_images_per_prompt = 1 because video_length = 8
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Version Details
Version ID
c447ef9fc621af091e2c06d08fd2a22d9f5906389a2f8103c851a2f7cf9c4e63
Version Created
October 6, 2023
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