alibaba/qwen-image-edit/2511/lora

Name: Qwen Image Edit 2511 LoRA
Author: Alibaba

Qwen Image Edit 2511 Lora is Alibaba's intelligent image editing model. Transform, retouch, and reimagine existing images using text prompts - from background replacement to artistic style conversion.

Input

Prompt(string)

The prompt to edit the image with.

Image URL or upload(array)

Upload

PNG, JPEG, WebP, or GIF · 20 MiB maximum each

The URLs of the images to edit.

Output Format(string)

The format of the generated image. Allowed values: jpeg, png.

Loras(array)

The LoRAs to use for the image generation. You can use up to 3 LoRAs and they will be merged together to generate the final image.

Aspect Ratio(string)

The aspect ratio of the generated image. Allowed values: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16.

Seed(integer)

The same seed and the same prompt given to the same version of the model will output the same image every time.

Idle

Example output — click Run to generate your own

Production endpoint

Send your first request

OpenAI-compatible endpoint with unified authentication and usage tracking.

POSThttps://api.sandbase.ai/v1/run

Model IDalibaba/qwen-image-edit/2511/lora

Input Schema

6 parameters · 1 required · 5 optional

Parameter	Type	Required	Description
`prompt`	string	Required	The prompt to edit the image with.
`seed`	integer	Optional	The same seed and the same prompt given to the same version of the model will output the same image every time.
`loras`	object[]	Optional	The LoRAs to use for the image generation. You can use up to 3 LoRAs and they will be merged together to generate the final image. · Default: []
`images`	string[]	Optional	The URLs of the images to edit.
`aspect_ratio`	string	Optional	The aspect ratio of the generated image. · Options: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16 21:916:93:24:35:41:14:53:42:39:16
`output_format`	string	Optional	The format of the generated image. · Options: jpeg, png · Default: "png" jpegpng

Output Schema

Field	Type	Description
`id`	string	Unique identifier for the generation task
`status`	string	Task status: pending, running, completed, failed, timeout
`model`	string	Model used for the generation
`outputs`	array	Array of output items
`outputs[].url`	string	URL of the generated artifact
`outputs[].content_type`	string	MIME type (e.g. image/png, video/mp4)
`error`	object \| null	Error details if failed, null on success
`error.type`	string	Machine-readable error type code
`error.message`	string	Human-readable error description

Async Workflow

This model uses asynchronous execution. Submit a request and poll for the result.

Submit — POST to /v1/run, receive an id
Poll — GET /v1/run/{id} until status is completed, failed, or timeout
Retrieve — Read outputs from the completed response

Code Examples

Ready-to-run snippets

# Step 1: Submit
curl -X POST https://api.sandbase.ai/v1/run \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
  "model": "alibaba/qwen-image-edit/2511/lora",
  "loras": [],
  "images": [
    "https://static.sandbase.ai/examples/alibaba/qwen-image-edit/2511/lora/input_images_0.png"
  ],
  "prompt": "Change angle to front view",
  "output_format": "png"
}'

# Step 2: Poll result (replace <id>)
curl https://api.sandbase.ai/v1/run/<id> \
  -H "Authorization: Bearer YOUR_API_KEY"

← Back to Qwen Image Edit 2511 LoRA

API README

Qwen Image Edit 2511 LoRA

Qwen Image Edit 2511 LoRA is the 2511 route for instruction-driven image revision. It uses Qwen’s combined visual-semantic and appearance modeling to interpret subjects, relationships, typography, spatial structure, and surface detail as a connected composition, giving this exact route a clearer production purpose than a generic image request.

Use Qwen Image Edit 2511 LoRA when the project specifically requires a controlled change to supplied imagery. State the creative goal, then define composition, viewpoint, wording, materials, lighting, and finish; for edits, explicitly separate the intended transformation from identity, layout, or regions that must remain stable.

Highlights

2511 Semantic content editing. Changes object identity, scene meaning, viewpoint, or style through natural language.
2511 Appearance-level revision. Modifies local color, texture, text, or material while preserving surrounding context.
2511 Chinese and English text editing. Adds, removes, or replaces bilingual wording in designed imagery.
2511 Source identity and layout preservation. Retains unrequested subjects, composition, and visual structure through revision. The configured adaptation adds task-specific learned behavior.

Pricing

Configuration	Billing unit	Price
Base generation	Per request	$0.035

When to Use

✅ Good fit	❌ Consider alternatives
The project needs an existing image needs a controlled revision	The intended task belongs to a different media workflow
The available inputs match every required local field	Required source material or usage permission is unavailable
Creative direction can identify subject, style, and delivery	The output must be deterministic at pixel or waveform level
The supported route controls fit the final placement	Delivery requires unsupported formats or dimensions
An asynchronous generated result fits production	A live or frame-synchronous response is mandatory

Prompt Guide

Write the request as a production brief. Identify the subject or source, state the intended result, describe composition and visual or vocal character, then list exact preservation and delivery constraints. For edits, explicitly separate what must change from what must remain unchanged.

{
  "prompt": "A polished editorial composition with a clear subject, controlled lighting, balanced layout, and precisely preserved details",
  "seed": 1,
  "loras": [],
  "images": [
    "https://example.com/reference.jpg"
  ]
}

Technical Specs

Spec	Value
Model ID	`alibaba/qwen-image-edit/2511/lora`
Input fields	`seed` (integer)<br>`loras` (array)<br>`images` (array)<br>`prompt` (string)<br>`aspect_ratio` (string; `21:9`, `16:9`, `3:2`, `4:3`, `5:4`, `1:1`, `4:5`, `3:4`, `2:3`, `9:16`)<br>`output_format` (string; `jpeg`, `png`)
Required input	`prompt`
Output fields	`url`, `content_type`
Execution	Asynchronous job

Related Models

alibaba/qwen-image-2
alibaba/qwen-image-2/edit
alibaba/qwen-image-2/pro