---
title: Bria FIBO 2.0 Edit | Runware Docs
url: https://runware.ai/docs/models/bria-fibo-2-0-edit
description: Instruction-based editing with masks and up to four reference images
---
# Bria FIBO 2.0 Edit

![Bria FIBO 2.0 Edit](https://assets.runware.ai/covers/bria-fibo-2-0-edit.jpg)

Bria FIBO 2.0 Edit is an image editing model that changes an image from a text instruction, with an optional mask to regenerate one area and keep the rest. It also combines up to four reference images into one result at a chosen aspect ratio, for product placement, color or texture matching, and character consistency. It is trained only on licensed data, which suits commercial production work.

- **Status**: live
- **ID**: `bria:21@1`
- Try in Playground
- **Creator**: Bria
- **Release Date**: October 20, 2026
- **Capabilities**: Image to Image, Edit, Checkpoint

## Pricing

$0.04 per run · ~17s per request

**4 example generations**

- [reference-to-image](https://runware.ai/docs/models/bria-fibo-2-0-edit/examples#example-opera-conductor-headshot-display) · 1408×792: `$0.04` (~19s)
- [image-edit](https://runware.ai/docs/models/bria-fibo-2-0-edit/examples#example-polar-research-annual-report-hero): `$0.04` (~15s)
- [inpaint](https://runware.ai/docs/models/bria-fibo-2-0-edit/examples#example-apiary-smoker-lifestyle-product-photo): `$0.04` (~15s)
- [reference-to-image](https://runware.ai/docs/models/bria-fibo-2-0-edit/examples#example-boutique-pedalboard-product-group-shot) · 1408×792: `$0.04` (~20s)

times vary, measured end to end · [How pricing works](https://runware.ai/docs/models-api/pricing)

## Compatibility & Validation

Provide exactly one of: `inputs.image`, `inputs.referenceImages`.

---

When `inputs.image` or `inputs.referenceImages` is provided, `width/height` cannot be used.

---

When `inputs.referenceImages` has 2 or more items, `inputs.mask` cannot be used.

---

`width` and `height` must be used together.

---

The following dimension combinations are supported:

| Configuration | Dimensions |
| --- | --- |
| `1K (1:1)` | `1024x1024` |
| `1K (2:3)` | `832x1248` |
| `1K (3:2)` | `1248x832` |
| `1K (3:4)` | `864x1152` |
| `1K (4:3)` | `1152x864` |
| `1K (4:5)` | `896x1120` |
| `1K (5:4)` | `1120x896` |
| `1K (9:16)` | `792x1408` |
| `1K (16:9)` | `1408x792` |
| `1K (10:16)` | `800x1280` |
| `1K (16:10)` | `1280x800` |
| `1K (1:2)` | `720x1440` |
| `1K (2:1)` | `1440x720` |
| `1K (9:21)` | `672x1568` |
| `1K (21:9)` | `1568x672` |
| `1K (1:3)` | `592x1776` |
| `1K (3:1)` | `1776x592` |
| `1K (1:4)` | `512x2048` |
| `1K (4:1)` | `2048x512` |
| `1K (1:5)` | `464x2320` |
| `1K (5:1)` | `2320x464` |

## Request Parameters

**API Options**

Platform-level options for task execution and delivery.

### [taskType](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-tasktype)

- **Type**: `string`
- **Required**: true
- **Value**: `imageInference`

Identifier for the type of task being performed.

### [taskUUID](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-taskuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID v4 identifier for tracking tasks and matching async responses. Must be unique per task.

### [outputType](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-outputtype)

- **Type**: `string`
- **Default**: `URL`

Image output type.

**Allowed values**: `URL` `base64Data` `dataURI`

### [outputFormat](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-outputformat)

- **Type**: `string`
- **Default**: `JPG`

Specifies the file format of the generated output. The available values depend on the task type and the specific model's capabilities.

- \`JPG\`: Best for photorealistic images with smaller file sizes (no transparency).
- \`PNG\`: Lossless compression, supports high quality and transparency (alpha channel).
- \`WEBP\`: Modern format providing superior compression and transparency support.

> [!NOTE]
> \*\*Transparency\*\*: If you are using features like background removal or LayerDiffuse that require transparency, you must select a format that supports an alpha channel (e.g., \`PNG\`, \`WEBP\`, \`TIFF\`). \`JPG\` does not support transparency.

**Allowed values**: `JPG` `PNG` `WEBP`

### [outputQuality](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-outputquality)

- **Type**: `integer`
- **Min**: `20`
- **Max**: `99`
- **Default**: `95`

Compression quality of the output. Higher values preserve quality but increase file size.

### [webhookURL](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-webhookurl)

- **Type**: `string`
- **Format**: `uri`

Webhook URL that receives JSON responses via HTTP POST when generation tasks complete. For batch requests with multiple results, each completed item triggers a separate webhook call as it becomes available.

**Learn more** (1 resource):

- [Webhooks](https://runware.ai/docs/models-api/webhooks) (platform)

### [deliveryMethod](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-deliverymethod)

- **Type**: `string`
- **Default**: `sync`

Determines how the API delivers task results.

**Allowed values**:

- `sync` Returns complete results directly in the API response.
- `async` Returns an immediate acknowledgment with the task UUID. Poll for results using getResponse.

**Learn more** (1 resource):

- [Task Polling](https://runware.ai/docs/models-api/task-polling) (platform)

### [uploadEndpoint](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-uploadendpoint)

- **Type**: `string`
- **Format**: `uri`

Specifies a URL where the generated content will be automatically uploaded using the HTTP PUT method. The raw binary data of the media file is sent directly as the request body. For secure uploads to cloud storage, use presigned URLs that include temporary authentication credentials.

**Common use cases:**

- **Cloud storage**: Upload directly to S3 buckets, Google Cloud Storage, or Azure Blob Storage using presigned URLs.
- **CDN integration**: Upload to content delivery networks for immediate distribution.

```text
// S3 presigned URL for secure upload
https://your-bucket.s3.amazonaws.com/generated/content.mp4?X-Amz-Signature=abc123&X-Amz-Expires=3600

// Google Cloud Storage presigned URL
https://storage.googleapis.com/your-bucket/content.jpg?X-Goog-Signature=xyz789

// Custom storage endpoint
https://storage.example.com/uploads/generated-image.jpg
```

The content data will be sent as the request body to the specified URL when generation is complete.

### [safety](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-safety)

- **Path**: `safety.checkContent`
- **Type**: `object (1 property)`

Content safety checking configuration for image generation.

#### [checkContent](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-safety-checkcontent)

- **Path**: `safety.checkContent`
- **Type**: `boolean`

Enable or disable content safety checking. Increases total generation time.

### [ttl](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-ttl)

- **Type**: `integer`
- **Min**: `60`

Time-to-live (TTL) in seconds for generated content. Only applies when `outputType` is `URL`.

### [includeCost](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-includecost)

- **Type**: `boolean`

Include task cost in the response.

### [numberResults](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-numberresults)

- **Type**: `integer`
- **Min**: `1`
- **Max**: `20`
- **Default**: `1`

Number of results to generate. Each result uses a different seed, producing variations of the same parameters.

### [routing](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing)

- **Path**: `routing.preferences`
- **Type**: `object (6 properties)`

Model router options. Only read when `model` is `auto`, and never sent to the model.

#### [preferences](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-preferences)

- **Path**: `routing.preferences`
- **Type**: `object (3 properties)`

Relative importance of each dimension when models are compared. Weights, not thresholds.

##### [quality](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-preferences-quality)

- **Path**: `routing.preferences.quality`
- **Type**: `integer`
- **Min**: `0`
- **Max**: `5`

Importance of one dimension. `0` leaves it out of the decision.

##### [speed](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-preferences-speed)

- **Path**: `routing.preferences.speed`
- **Type**: `integer`
- **Min**: `0`
- **Max**: `5`

Importance of one dimension. `0` leaves it out of the decision.

##### [cost](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-preferences-cost)

- **Path**: `routing.preferences.cost`
- **Type**: `integer`
- **Min**: `0`
- **Max**: `5`

Importance of one dimension. `0` leaves it out of the decision.

#### [maxPrice](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-maxprice)

- **Path**: `routing.maxPrice`
- **Type**: `float`
- **Min**: `0`

Upper bound on what this request may cost, in USD. A model whose cost cannot be bounded is not chosen.

#### [requirements](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-routing-requirements)

- **Path**: `routing.requirements`
- **Type**: `string`
- **Max**: `3000`

Conditions the result has to meet, in plain words, such as a style or a feature. A model that cannot meet them is not chosen. Output size is set with width and height rather than described here.

**Inputs**

Input resources for the task (images, audio, etc). These must be nested inside the \`inputs\` object.

### [image](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-inputs-image)

- **Path**: `inputs.image`
- **Type**: `string`

Image input (UUID, URL, Data URI, or Base64).

### [referenceImages](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-inputs-referenceimages)

- **Path**: `inputs.referenceImages`
- **Type**: `array of strings`
- **Min items**: `1`
- **Max items**: `4`

List of reference images (UUID, URL, Data URI, or Base64).

### [mask](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-inputs-mask)

- **Path**: `inputs.mask`
- **Type**: `string`

Image used to specify which areas of the input image should be edited (UUID, URL, Data URI, or Base64). White marks the area to edit, black is preserved.

**Learn more** (1 resource):

- [Image Inpainting: Seed And Mask Image The Foundation](https://runware.ai/docs/learn/image-inpainting#seed-and-mask-image-the-foundation) (learn)

**Core Parameters**

Primary parameters that define the task output.

### [model](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-model)

- **Type**: `string`
- **Required**: true
- **Value**: `bria:21@1`

Send `auto` instead of an AIR identifier to have the model router choose the model for this task. The rest of the request is unchanged, every value you send is kept, and only the parameters you leave out are filled in. See [Model Router](https://runware.ai/docs/models-api/model-router).

**Learn more** (3 resources):

- [Text To Image: Model Selection](https://runware.ai/docs/learn/text-to-image#model-selection) (learn)
- [Image Inpainting: Model Specialized Inpainting Models](https://runware.ai/docs/learn/image-inpainting#model-specialized-inpainting-models) (learn)
- [Image Outpainting: Other Critical Parameters](https://runware.ai/docs/learn/image-outpainting#other-critical-parameters) (learn)

### [positivePrompt](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-positiveprompt)

- **Type**: `string`
- **Required**: true
- **Min**: `2`
- **Max**: `3000`

Text prompt describing elements to include in the generated output.

**Learn more** (1 resource):

- [Prompts](https://runware.ai/docs/learn/prompts) (learn)

### [width](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-width)

- **Type**: `integer`
- **Paired with**: height

Width of the generated media in pixels.

**Learn more** (2 resources):

- [Dimensions](https://runware.ai/docs/learn/dimensions) (learn)
- [Image Outpainting: Dimensions Critical For Outpainting](https://runware.ai/docs/learn/image-outpainting#dimensions-critical-for-outpainting) (learn)

### [height](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-height)

- **Type**: `integer`
- **Paired with**: width

Height of the generated media in pixels.

**Learn more** (2 resources):

- [Dimensions](https://runware.ai/docs/learn/dimensions) (learn)
- [Image Outpainting: Dimensions Critical For Outpainting](https://runware.ai/docs/learn/image-outpainting#dimensions-critical-for-outpainting) (learn)

### [seed](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-seed)

- **Type**: `integer`
- **Min**: `1`
- **Max**: `2147483647`

Random seed for reproducible generation. When not provided, a random seed is generated in the unsigned 32-bit range.

**Learn more** (1 resource):

- [Seed](https://runware.ai/docs/learn/seed) (learn)

**Features**

Standalone addons and post-processing features.

### [watermark](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark)

- **Path**: `advancedFeatures.watermark`
- **Type**: `object (6 properties)`

Configuration object for adding watermarks to generated videos. Watermarks can be applied using either text or image content with customizable positioning and appearance. You must provide either `text` or `image` content for the watermark, but not both.

**Text watermark**:

```json
"advancedFeatures": {
  "watermark": {
    "text": "© 2025 Company",
    "displayPosition": "bottom-right",
    "opacity": 0.6,
    "fontColor": "#ffffff",
    "bgColor": "#000000"
  }
}
```

**Image watermark**:

```json
"advancedFeatures": {
  "watermark": {
    "image": "c64351d5-4c59-42f7-95e1-eace013eddab",
    "displayPosition": "top-left",
    "opacity": 0.6
  }
}
```

**Tiled watermark**:

```json
"advancedFeatures": {
  "watermark": {
    "text": "PREVIEW",
    "tiled": true,
    "opacity": 0.4,
    "fontColor": "#cccccc"
  }
}
```

#### [text](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-text)

- **Path**: `advancedFeatures.watermark.text`
- **Type**: `string`
- **Min**: `2`
- **Max**: `32`

Watermark text.

#### [image](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-image)

- **Path**: `advancedFeatures.watermark.image`
- **Type**: `string`

Watermark image (UUID, URL, Data URI, or Base64).

#### [displayPosition](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-displayposition)

- **Path**: `advancedFeatures.watermark.displayPosition`
- **Type**: `string`

Watermark position.

**Allowed values**: `top-left` `top-center` `top-right` `center-left` `center-center` `center-right` `bottom-left` `bottom-center` `bottom-right` `tiled`

#### [opacity](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-opacity)

- **Path**: `advancedFeatures.watermark.opacity`
- **Type**: `float`
- **Min**: `0.1`
- **Max**: `1`
- **Step**: `0.01`

Watermark opacity.

#### [fontColor](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-fontcolor)

- **Path**: `advancedFeatures.watermark.fontColor`
- **Type**: `string`

Text color in hex format.

#### [bgColor](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-advancedfeatures-watermark-bgcolor)

- **Path**: `advancedFeatures.watermark.bgColor`
- **Type**: `string`

Background color in hex format.

**Provider Settings**

Parameters specific to this model provider. These must be nested inside the \`providerSettings.bria\` object.

### [ipSignal](https://runware.ai/docs/models/bria-fibo-2-0-edit#request-providersettings-bria-ipsignal)

- **Path**: `providerSettings.bria.ipSignal`
- **Type**: `boolean`

Flag potential IP-related content in prompt or output.

## Response Parameters

### [taskType](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-tasktype)

- **Type**: `string`
- **Required**: true
- **Value**: `imageInference`

Identifier for the type of task this response belongs to.

### [taskUUID](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-taskuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID v4 identifier echoed from the original request, used to match async responses to their tasks.

### [imageUUID](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-imageuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID of the output image.

### [imageURL](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-imageurl)

- **Type**: `string`
- **Format**: `uri`

URL of the output image.

### [imageBase64Data](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-imagebase64data)

- **Type**: `string`

Base64-encoded image data.

### [imageDataURI](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-imagedatauri)

- **Type**: `string`
- **Format**: `uri`

Data URI of the output image.

### [seed](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-seed)

- **Type**: `integer`

The seed used for generation. If none was provided, shows the randomly generated seed.

### [NSFWContent](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-nsfwcontent)

- **Type**: `boolean`

Flag indicating if NSFW content was detected.

### [cost](https://runware.ai/docs/models/bria-fibo-2-0-edit#response-cost)

- **Type**: `float`

Task cost in USD. Present when `includeCost` is set to `true` in the request.

## Examples

### reference-to-image (reference-to-image)

![Opera Conductor Headshot Display](https://assets.runware.ai/examples/bria-fibo-edit/bde47a08-5b4d-4ab9-b7e9-e03488efb18e.jpg)

```json
{
  "taskType": "imageInference",
  "taskUUID": "94836c4a-44ef-4228-aa4d-cd2db05d2ed9",
  "model": "bria:21@1",
  "positivePrompt": "Place the framed conductor headshot from image_1 upright on the walnut vanity in image_2, preserving the exact portrait, facial identity, polished retouching, brass frame and proportions while matching the room's warm mirror-bulb illumination, perspective, contact shadow and subtle reflections for a refined, photorealistic opera press display, with the dressing room remaining empty and unchanged.",
  "width": 1408,
  "height": 792,
  "inputs": {
    "referenceImages": [
      "https://assets.runware.ai/assets/inputs/591dbcbe-d7b7-4035-aeed-668f707e4891.jpg",
      "https://assets.runware.ai/assets/inputs/25ed16d0-e4cc-470e-9c9f-02e7c8db893b.jpg"
    ]
  }
}
```

---

### reference-to-image (reference-to-image)

![Boutique Pedalboard Product Group Shot](https://assets.runware.ai/examples/bria-fibo-edit/7a918576-1f84-44e3-90d8-32ec472f6314.jpg)

```json
{
  "taskType": "imageInference",
  "taskUUID": "d593d0ca-a6aa-4a2e-b148-1ede4ded87d1",
  "model": "bria:21@1",
  "positivePrompt": "Place the burnt-orange guitar effects pedal from image_1 into the open center-right position among the pedal group in image_2, matching the overhead perspective, scale, cyan-and-amber lighting and realistic contact shadow, and connect its side jacks naturally to the neighboring patch cables while preserving the rest of image_2 unchanged.",
  "width": 1408,
  "height": 792,
  "inputs": {
    "referenceImages": [
      "https://assets.runware.ai/assets/inputs/911de202-6ec5-4915-9c6c-d77d204a634d.jpg",
      "https://assets.runware.ai/assets/inputs/807711bd-f62c-47fe-a57f-cc3deed7727f.jpg"
    ]
  }
}
```

---

### inpaint (inpaint)

![Apiary Smoker Lifestyle Product Photo](https://assets.runware.ai/examples/bria-fibo-edit/c0b42208-ae2c-48c5-ae3e-8e99ce085969.jpg)

```json
{
  "taskType": "imageInference",
  "taskUUID": "dd63354f-7d29-4c99-bca7-e09d47a2db44",
  "model": "bria:21@1",
  "positivePrompt": "Replace the entire masked stainless-steel beekeeping smoker with a premium handcrafted apiary smoker in the same position, scale, and three-quarter orientation. The new product has a warm hammered-copper cylindrical fire chamber, a protective copper wire heat cage, a tapered conical spout, a small ash-wood handle, and structured dark forest-green leather bellows with neat brass rivets. Keep the design practical, durable, and realistically manufactured, with no logo or lettering. Match the existing soft window light, perspective, depth of field, copper reflections, and natural contact shadow on the workbench. Preserve the unmasked sage plaster wall, timber surface, framing, lighting, and all surrounding pixels unchanged. Finished commercial lifestyle product photography for a specialist beekeeping equipment catalog.",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/d7509eae-88a6-41ba-9746-4035557ab5c0.jpg",
    "mask": "https://assets.runware.ai/assets/inputs/28585e2b-b8d4-476e-86c9-5d184babf4fc.png"
  }
}
```

---

### image-edit (image-edit)

![Polar Research Annual Report Hero](https://assets.runware.ai/examples/bria-fibo-edit/a4a29a58-14d1-4908-9aad-ed27f9c09c87.jpg)

```json
{
  "taskType": "imageInference",
  "taskUUID": "bffe2442-109e-4a9d-9c74-a53f9296e85f",
  "model": "bria:21@1",
  "positivePrompt": "Edit the supplied documentary photograph into a finished annual-report hero image. Remove only the blue tarpaulin-wrapped cargo pallet and its orange ratchet straps from the lower-right foreground. Reconstruct continuous windswept snow where the pallet stood, matching the surrounding granular texture, shallow drift contours, blue-gray ambient color, low sunlight direction, and soft natural shadowing. Continue any partially obscured wind patterns and tire tracks plausibly through the filled area so there is no visible retouching seam. Preserve the exact camera position, crop, composition, research station architecture, building colors, tracked vehicle, scientist’s identity and pose, mountains, sky, lighting, shadows, and every unrelated detail. Maintain realistic editorial polar photography. Add no new objects, people, lettering, or logos.",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/d27d1fc1-a6a6-4443-a173-30daa06cc737.jpg"
  }
}
```