ai/wan-2.2-spicy/image-to-video-lora
alibaba/wan-2.2-spicy/image-to-video-lora
Generate AI videos with personalized styles using LoRA. Upload images and apply a trained style model to WAN 2.2 — create unique, stylized videos with consistent visual identity.
Examples
Parameters
| Name | Type | Default | Constraints | Description |
|---|---|---|---|---|
| prompt *Prompt | textarea | — | ≤ 5000 chars | The positive prompt for the generation. |
| image *Image | image_upload | — | image/* · 1–1 items | The image for generating the output. |
| resolutionResolution | select | 480p | 480p | 720p | The resolution of the generated media. |
| durationDuration | select | 5 | 5 | 8 | The duration of the generated media in seconds. |
| lorasLoras | array<object> | — | 0–3 items | List of LoRAs to apply (max 3). |
| ↳path *Path | text | — | ≤ 500 chars | URL or the path to the LoRA weights. |
| ↳scaleScale | slider | 1 | 0 ~ 4 · step 0.1 | The scale of the LoRA weights. This is used to scale the LoRA weight before merging it with the base model. |
| high_noise_lorasHigh Noise Loras | array<object> | — | 0–3 items | List of high noise LoRAs to apply (max 3). |
| ↳path *Path | text | — | ≤ 500 chars | URL or the path to the LoRA weights. |
| ↳scaleScale | slider | 1 | 0 ~ 4 · step 0.1 | The scale of the LoRA weights. This is used to scale the LoRA weight before merging it with the base model. |
| low_noise_lorasLow Noise Loras | array<object> | — | 0–3 items | List of low noise LoRAs to apply (max 3). |
| ↳path *Path | text | — | ≤ 500 chars | URL or the path to the LoRA weights. |
| ↳scaleScale | slider | 1 | 0 ~ 4 · step 0.1 | The scale of the LoRA weights. This is used to scale the LoRA weight before merging it with the base model. |
| seedSeed | number | — | — | The random seed to use for the generation. -1 means a random seed will be used. |
Output fields
| Field | Type | Description |
|---|---|---|
| videos | array<string> | Generated video URL(s). |
API
Call this model through one unified REST API. Get a key on the API Keys page.
cURL
# 1) Submit — returns { "task_uuid": "..." }
curl -X POST "https://www.namifusion.com/api/v1/marketplace/run/alibaba/wan-2.2-spicy/image-to-video-lora" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"prompt": "Animate the subject with natural motion, a gentle camera orbit, cinematic lighting, and smooth temporal consistency.",
"image": [
"https://assets-public.namifusion.com/marketplace/images/2026-06-12/638e1ee18ac7.jpeg"
],
"resolution": "480p",
"duration": 5
}
}'
# 2) Poll until status is "completed", then read the output URLs
curl "https://www.namifusion.com/api/v1/marketplace/run/tasks/TASK_UUID" \
-H "Authorization: Bearer YOUR_API_KEY"Python
import time, requests
API_KEY = "YOUR_API_KEY"
HEADERS = {"Authorization": f"Bearer {API_KEY}"}
# 1) Submit
resp = requests.post(
"https://www.namifusion.com/api/v1/marketplace/run/alibaba/wan-2.2-spicy/image-to-video-lora",
headers=HEADERS,
json={
"input": {
"prompt": "Animate the subject with natural motion, a gentle camera orbit, cinematic lighting, and smooth temporal consistency.",
"image": [
"https://assets-public.namifusion.com/marketplace/images/2026-06-12/638e1ee18ac7.jpeg"
],
"resolution": "480p",
"duration": 5
}
},
)
resp.raise_for_status() # 401/402/429/5xx stop here instead of polling a bad task
task = resp.json()
# 2) Poll until a terminal state (completed / failed / cancelled).
# This model is allowed up to 300s server-side.
deadline = time.time() + 360
while task.get("status") not in ("completed", "failed", "cancelled"):
if time.time() > deadline:
raise TimeoutError(f"still {task.get('status')} — keep the task_uuid and poll later")
time.sleep(3)
poll = requests.get(f"https://www.namifusion.com/api/v1/marketplace/run/tasks/{task['task_uuid']}", headers=HEADERS)
poll.raise_for_status()
task = poll.json()
print(task["status"], task.get("output"))JavaScript
const API_KEY = "YOUR_API_KEY";
const HEADERS = { Authorization: `Bearer ${API_KEY}` };
// 1) Submit
const resp = await fetch("https://www.namifusion.com/api/v1/marketplace/run/alibaba/wan-2.2-spicy/image-to-video-lora", {
method: "POST",
headers: { ...HEADERS, "Content-Type": "application/json" },
body: JSON.stringify({
"input": {
"prompt": "Animate the subject with natural motion, a gentle camera orbit, cinematic lighting, and smooth temporal consistency.",
"image": [
"https://assets-public.namifusion.com/marketplace/images/2026-06-12/638e1ee18ac7.jpeg"
],
"resolution": "480p",
"duration": 5
}
}),
});
if (!resp.ok) throw new Error(`submit failed: ${resp.status} ${await resp.text()}`);
let task = await resp.json();
// 2) Poll until a terminal state (completed / failed / cancelled).
// This model is allowed up to 300s server-side.
const deadline = Date.now() + 360 * 1000;
while (!["completed", "failed", "cancelled"].includes(task.status)) {
if (Date.now() > deadline) throw new Error(`still ${task.status} — keep the task_uuid and poll later`);
await new Promise((r) => setTimeout(r, 3000));
const poll = await fetch(`https://www.namifusion.com/api/v1/marketplace/run/tasks/${task.task_uuid}`, { headers: HEADERS });
if (!poll.ok) throw new Error(`poll failed: ${poll.status}`);
task = await poll.json();
}
console.log(task.status, task.output);Documentation
ai/wan-2.2-spicy/image-to-video-lora
Turn a single image into a stylized video with LoRA-powered visual consistency.
ai/wan-2.2-spicy/image-to-video-lora is an image-to-video model built for personalized style generation on top of WAN 2.2. By combining an input image with one or more LoRA models, it enables creators to produce short videos with a more distinctive and consistent visual identity, making it well suited for branded content, character-driven media, and stylized creative workflows.
🚀 Key Features
- LoRA-based style control: Apply trained LoRA models to inject specific artistic styles, brand aesthetics, or character looks into generated videos.
- Image-to-video generation: Animate a single input image into a short video clip, ideal for turning static assets into motion content.
- Multi-LoRA support: Use standard, high-noise, and low-noise LoRA configurations for more granular control over style behavior.
- Consistent visual identity: Designed for workflows that require a stable look across scenes, campaigns, or recurring characters.
- Flexible output options: Supports 480p and 720p output, with 5-second and 8-second durations to balance speed and quality.
- Seed-based reproducibility: Set a Seed for repeatable experiments, controlled iteration, and easier prompt tuning.
🛠️ Technical Specifications
| Item | Details |
|---|---|
| Model architecture | WAN 2.2 image-to-video with LoRA style enhancement |
| Task type | Image-to-video |
| Input format | Prompt, Image, LoRA model lists |
| Output format | Video |
| Resolution | 480p(default), 720p |
| Duration | 5s(default), 8s |
| Frame rate | Not publicly specified; optimized for short-form video generation |
| Style control | Supports loras, high_noise_loras, and low_noise_loras, up to 3 per category |
| Seed | Supported; -1 uses a random Seed |
| Latency | Depends on Resolution, Duration, and LoRA configuration complexity |
| Best input assets | Portraits, product images, illustrations, concept art, branded visuals |
Sample Prompts
A cinematic slow turn of the subject, subtle camera push-in, dramatic lighting, rich detail, consistent stylized lookTransform this product image into a premium ad video, soft camera motion, clean background, emphasize material quality and brand identityAnimate this illustration into a dreamy fantasy clip, natural character motion, cohesive colors, smooth visual flow
💰 Pricing
| Item | Price |
|---|---|
| Base Price | $0.20 / run |
💡 Best Use Cases
- Brand marketing: Convert product shots, key visuals, or campaign assets into short branded videos with a unified style.
- Social media content: Create stylized clips for TikTok, Instagram Reels, and other short-form platforms.
- Character and IP development: Extend character artwork or concept images into animated content while preserving visual identity.
- Creative studio workflows: Useful for style exploration, pitch materials, and rapid visual prototyping.
🔗 Related Models
- WAN 2.2 base image-to-video variants: A good alternative if you need general-purpose animation without LoRA-based style customization.
- LoRA-enhanced creative workflows: This version is especially valuable when brand consistency, character continuity, or stylized output is a priority.
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