WAN 2.2 I2V 720p LoRA

Open-source video generation with LoRA support for customized camera movements.

WAN 2.2 I2V 720p LoRA is an open-source video generation model with LoRA support for customized camera movements and effects. It uses separate high-noise and low-noise LoRA configurations to achieve precise control over motion and style.

Try in playground

Test WAN 2.2 I2V 720p LoRA in the Runpod Hub playground.

Endpoint	https://api.runpod.ai/v2/wan-2-2-t2v-720-lora/runsync
Pricing	$0.35–$0.56 per video
Type	Video generation

Request

All parameters are passed within the input object in the request body.

input.prompt · string · required

Text description of the desired video motion.

input.image · string · required

URL of the source image to animate.

input.high_noise_loras · array

LoRA configurations for high-noise denoising stages.

input.high_noise_loras[].path · string · required

URL or path to the LoRA model file.

input.high_noise_loras[].scale · number · required

Scale factor for the LoRA influence.

input.low_noise_loras · array

LoRA configurations for low-noise denoising stages.

input.low_noise_loras[].path · string · required

URL or path to the LoRA model file.

input.low_noise_loras[].scale · number · required

Scale factor for the LoRA influence.

input.duration · integer · default: "5"

Video duration in seconds.

input.seed · integer · default: "-1"

Seed for reproducible results. Set to -1 for random.

input.enable_safety_checker · boolean · default: "true"

Enable content safety checking.

cURL

curl -X POST "https://api.runpod.ai/v2/wan-2-2-t2v-720-lora/runsync" \
  -H "Authorization: Bearer $RUNPOD_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": {
      "prompt": "orbit 180 around an astronaut on the moon",
      "image": "https://example.com/astronaut.png",
      "high_noise_loras": [
        {
          "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_high_noise.safetensors",
          "scale": 1
        }
      ],
      "low_noise_loras": [
        {
          "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_low_noise.safetensors",
          "scale": 1
        }
      ],
      "duration": 5,
      "seed": -1,
      "enable_safety_checker": true
    }
  }'

import requests

response = requests.post(
    "https://api.runpod.ai/v2/wan-2-2-t2v-720-lora/runsync",
    headers={
        "Authorization": f"Bearer {RUNPOD_API_KEY}",
        "Content-Type": "application/json",
    },
    json={
        "input": {
            "prompt": "orbit 180 around an astronaut on the moon",
            "image": "https://example.com/astronaut.png",
            "high_noise_loras": [
                {
                    "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_high_noise.safetensors",
                    "scale": 1,
                }
            ],
            "low_noise_loras": [
                {
                    "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_low_noise.safetensors",
                    "scale": 1,
                }
            ],
            "duration": 5,
            "seed": -1,
            "enable_safety_checker": True,
        }
    },
)

result = response.json()
print(result["output"]["video_url"])

const response = await fetch(
  "https://api.runpod.ai/v2/wan-2-2-t2v-720-lora/runsync",
  {
    method: "POST",
    headers: {
      Authorization: `Bearer ${RUNPOD_API_KEY}`,
      "Content-Type": "application/json",
    },
    body: JSON.stringify({
      input: {
        prompt: "orbit 180 around an astronaut on the moon",
        image: "https://example.com/astronaut.png",
        high_noise_loras: [
          {
            path: "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_high_noise.safetensors",
            scale: 1,
          },
        ],
        low_noise_loras: [
          {
            path: "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_low_noise.safetensors",
            scale: 1,
          },
        ],
        duration: 5,
        seed: -1,
        enable_safety_checker: true,
      },
    }),
  }
);

const result = await response.json();
console.log(result.output.video_url);

Response

id · string

Unique identifier for the request.

status · string

Request status. Returns COMPLETED on success, FAILED on error.

delayTime · integer

Time in milliseconds the request spent in queue before processing began.

executionTime · integer

Time in milliseconds the model took to generate the video.

workerId · string

Identifier of the worker that processed the request.

output · object

The generation result containing the video URL and cost.

output.video_url · string

URL of the generated video. This URL expires after 7 days.

output.cost · float

Cost of the generation in USD.

200

{
  "id": "sync-a1b2c3d4-e5f6-7890-abcd-ef1234567890-u1",
  "status": "COMPLETED",
  "delayTime": 32,
  "executionTime": 95432,
  "workerId": "oqk7ao1uomckye",
  "output": {
    "video_url": "https://video.runpod.ai/abc123/output.mp4",
    "cost": 0.35
  }
}

{
  "id": "sync-a1b2c3d4-e5f6-7890-abcd-ef1234567890-u1",
  "status": "FAILED",
  "error": "Failed to load LoRA model from URL"
}

Video URLs expire after 7 days. Download and store generated videos immediately if you need to keep them.

Cost calculation

WAN 2.2 I2V 720p LoRA pricing:

Duration	Cost
5 seconds	$0.35
8 seconds	$0.56