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AlibabaFastStandard

Wan 2.2 I2V Fast

A very fast and cheap PrunaAI-optimized version of Alibaba's Wan 2.2 A14B image-to-video model. Turns a single still image plus a prompt into a short animated clip at 480p or 720p, with an optional frame-interpolation pass for smoother motion.

260 credits
per output video (flat, not per-second) โ€” 480p base 120, 480p+interpolate 150, 720p base 260, 720p+interpolate 340
PrunaAI-optimized inference โ€” fast and low-cost compared to the base Wan 2.2 model
Image-to-video with optional last-frame conditioning for smoother transitions
Optional 30 FPS frame interpolation (ffmpeg-based) for silkier motion
480p or 720p output, flat per-video pricing (not per-second)
LoRA support on both the high-noise and low-noise transformers

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Quick Start

curl -X POST "https://api.core.today/v1/predictions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: cdt_your_api_key" \
  -d '{
  "model": "wan-video/wan-2.2-i2v-fast",
  "input": {
    "image": "https://replicate.delivery/pbxt/NRvtedaIOd3pdE0pTE3L9uavxJ53g33THGr0HF81M2olNOce/replicate-prediction-g8gbs3rbk9rme0crbhwatpsq04.jpg",
    "prompt": "Close-up shot of an elderly sailor wearing a yellow raincoat, seated on the deck of a catamaran, slowly puffing on a pipe. His cat lies quietly beside him with eyes closed, enjoying the calm. The warm glow of the setting sun bathes the scene, with gentle waves lapping against the hull and a few seabirds circling slowly above. The camera slowly pushes in, capturing this peaceful and harmonious moment.",
    "resolution": "480p",
    "go_fast": true
  }
}'

Parameters

ParameterTypeRequiredDefaultDescription
promptstringYes-Prompt for video generation
imagestringYes-Input image to generate video from
last_imagestringNo-Optional last image to condition the video generation for smoother transitions
resolutionstringNo480pResolution of video: 16:9 is 832x480px, 9:16 is 480x832px
480p720p
interpolate_outputbooleanNofalseInterpolate the generated video to 30 FPS using ffmpeg (raises price)
num_framesintegerNo81Number of video frames (81 gives the best results)
frames_per_secondintegerNo16Frames per second. Pricing is based on duration at 16 fps
go_fastbooleanNotrueGo fast (faster inference, no price change)
sample_shiftnumberNo12Sample shift factor
seedintegerNo-Random seed. Leave blank for random
disable_safety_checkerbooleanNofalseDisable safety checker for generated video
lora_weights_transformerstringNo-LoRA weights URL for the HIGH-noise transformer (.safetensors)
lora_scale_transformernumberNo1How strongly the transformer LoRA is applied
lora_weights_transformer_2stringNo-LoRA weights URL for the LOW-noise transformer_2 (.safetensors)
lora_scale_transformer_2numberNo1How strongly the transformer_2 LoRA is applied

How to Provide File Input

There are 3 ways to provide files for the imagelast_imagelora_weights_transformerlora_weights_transformer_2 parameters:

Recommended

Direct Upload (Multipart)

Attach files directly to POST /v1/predictions/upload. No separate upload step needed.

curl -X POST "https://api.core.today/v1/predictions/upload" \
  -H "X-API-Key: cdt_your_api_key" \
  -F "model=wan-video/wan-2.2-i2v-fast" \
  -F 'input={"prompt":"your prompt here"}' \
  -F "file:image=@your_file.png"

Image URL

Pass a publicly accessible URL directly. You can also use file_url from the Storage API.

{
  "model": "wan-video/wan-2.2-i2v-fast",
  "input": {
    "prompt": "your prompt here",
    "image": "https://example.com/image.jpg"
  }
}
See the File Upload docs for more upload methods including Presigned URLs.

Common Parameters

Common parameters used when calling POST /v1/predictions.

ParameterTypeRequiredDefaultDescription
modelstringYes-Model identifier
inputobjectYes-Object containing the model-specific parameters from the table above
output_folderstringNo-Folder path for output files (max 256 chars, '..' not allowed)
webhook_urlstringNo-Webhook URL to call on completion
is_publicbooleanNofalseIf true, output files are also available via permanent public URLs

Examples

480p Base Animation

Fast, low-cost image-to-video at the default 480p resolution

curl -X POST "https://api.core.today/v1/predictions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: cdt_your_api_key" \
  -d '{
  "model": "wan-video/wan-2.2-i2v-fast",
  "input": {
    "image": "https://replicate.delivery/pbxt/NRvtedaIOd3pdE0pTE3L9uavxJ53g33THGr0HF81M2olNOce/replicate-prediction-g8gbs3rbk9rme0crbhwatpsq04.jpg",
    "prompt": "Close-up shot of an elderly sailor wearing a yellow raincoat, seated on the deck of a catamaran, slowly puffing on a pipe. His cat lies quietly beside him with eyes closed, enjoying the calm. The warm glow of the setting sun bathes the scene, with gentle waves lapping against the hull and a few seabirds circling slowly above. The camera slowly pushes in, capturing this peaceful and harmonious moment.",
    "resolution": "480p",
    "go_fast": true
  }
}'

720p with Interpolation

Higher resolution output with 30 FPS interpolation for smoother motion

curl -X POST "https://api.core.today/v1/predictions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: cdt_your_api_key" \
  -d '{
  "model": "wan-video/wan-2.2-i2v-fast",
  "input": {
    "image": "https://replicate.delivery/pbxt/NRvtedaIOd3pdE0pTE3L9uavxJ53g33THGr0HF81M2olNOce/replicate-prediction-g8gbs3rbk9rme0crbhwatpsq04.jpg",
    "prompt": "The same scene, but the camera slowly pulls back to reveal the full catamaran sailing into the sunset",
    "resolution": "720p",
    "interpolate_output": true
  }
}'

Tips & Best Practices

1Pricing is per output video, not per second โ€” duration is controlled by num_frames, not billed separately
2interpolate_output raises the price about 30% (480p: 75โ†’98, 720p: 165โ†’218) โ€” use it only for the final render
3720p costs roughly 2.2x 480p โ€” prototype prompts and framing at 480p first
481 frames gives the best quality according to the model card; going higher rarely helps
5go_fast keeps inference speed high without any price impact, so leave it enabled

Use Cases

Quick social media clips animated from a single product or portrait photo
Low-cost previews before committing to a higher-tier video model
Batch-animating a large set of still images cheaply
Smooth transition shots using a start and last frame
Prototyping motion styles with custom LoRA weights