Fibo 2.0 Generate is Bria's text-to-image model, strongest on reasoning and knowledge-heavy prompts the ones that need real understanding, not just a style match. Trained only on licensed data, with clear commercial rights.

bria/fibo-2/generate

Inference

Commercial use

Schema

LLMs

Playground API

Input

Prompt*

Additional Settings

Customize your input with more control.

Result

Idle

What would you like to do next?

bria/fibo-2/generate

Schema

Input

Prompt*

Additional Settings

Customize your input with more control.

Result

Idle

What would you like to do next?

Input

Prompt

Add your prompt OR VGL (JSON)

An early-2000s fashion editorial photograph in the desert at dusk, shot on a digital camera with a wide-angle lens from a low angle, lit with a strong off-camera flash against the ambient sky.

Scene: a young woman with shoulder-length dark brown hair, windswept and flying, twists mid-motion, her body turning away while she looks back over her shoulder at the camera, lips slightly parted. She wears wraparound mirrored silver sport sunglasses, a heavy silver chain necklace, a fitted white ribbed tank top and loose light-grey cargo pants with large side pockets, sitting low on the hips. Her right arm swings out behind her, fingers spread. A burst of kicked-up sand billows around her legs and to the lower left, grains frozen in the air. She stands center-right, cropped mid-thigh at the bottom edge.

Background: flat scrubby desert with sparse dry bushes and footprints in the sand, low dark mountains along the horizon. Deep cobalt-blue sky with streaks of grey-violet clouds, a glowing orange and gold sunset band along the left horizon.

Light and character: hard flash from front-left lighting the subject brightly against the darker ambient sky, glossy highlights on skin, her long shadow cast across the sand to the right. Saturated blues and warm skin tones, high contrast, slightly underexposed background, crisp detail in the ribbed fabric, chain links and sand grains. Y2K action-editorial energy, dynamic and confident.

Style

Vgl

Structured Prompt will be populated from your instructions or uploaded assets, giving you predictable, repeatable control without any guesswork.

Aspect Ratio

Additional Settings

Customize your input with more control.

Your request will cost $0.04 per image

Result

Idle

What would you like to do next?

{
  "image": {
    "url": "",
    "content_type": "image/png",
    "file_name": "z9RV14K95DvU.png",
    "file_size": 4404019,
    "width": 1024,
    "height": 1024
  },
  "images": [
    {
      "url": "https://v3b.fal.media/files/b/0aaf2280/ypd7TE-YkuV6SiYxSDSVE_fibo-2-generate-example.png"
    }
  ],
  "vgl": {
    "objects": [
      {
        "texture": "mixed textures of soft skin, ribbed cotton, heavy metallic links, and smooth synthetic sunglasses",
        "pose": "twisting mid-motion, turning body away while looking back over shoulder",
        "skin_tone_and_texture": "warm skin tone with glossy highlights from the flash",
        "gender": "female",
        "relationship": "main subject of the photograph, commanding the frame",
        "description": "A young woman with shoulder-length dark brown hair, twisting mid-motion with her body turning away while looking back over her shoulder at the camera with slightly parted lips. She wears wraparound mirrored silver sport sunglasses, a heavy silver chain necklace, a fitted white ribbed tank top, and loose light-grey cargo pants with large side pockets.",
        "relative_size": "large within frame",
        "clothing": "fitted white ribbed tank top, loose light-grey cargo pants with large side pockets sitting low on hips, heavy silver chain necklace, wraparound mirrored silver sport sunglasses",
        "expression": "confident, intense gaze with lips slightly parted",
        "shape_and_color": "dynamic human silhouette in white and grey with metallic accents",
        "appearance_details": "glossy highlights on skin, windswept hair flying across her face, right arm swinging out behind with fingers spread",
        "location": "center-right",
        "action": "twisting and looking back over her shoulder while swinging right arm",
        "orientation": "tilted dynamically, facing slightly left while head turns back"
      },
      {
        "texture": "grainy, particulate, and sharp",
        "description": "A burst of kicked-up sand billowing around her legs and to the lower left, with individual grains sharply frozen in mid-air by the flash.",
        "number_of_objects": 1,
        "relationship": "interacts with the model's movement, emphasizing action",
        "relative_size": "medium",
        "shape_and_color": "cloud-like amorphous cluster of sandy beige and golden-brown particles",
        "appearance_details": "individual sand grains sparkling under the hard flash light",
        "location": "bottom-left foreground and surrounding legs",
        "action": "billowing and suspended in the air",
        "orientation": "scattered horizontally and vertically"
      }
    ],
    "lighting": {
      "conditions": "strong off-camera flash combined with ambient dusk twilight",
      "direction": "front-lit from the front-left by the flash, contrasting with the backlit ambient sky",
      "shadows": "a long, sharp shadow cast by the subject across the sand to the right"
    },
    "background_setting": "Flat scrubby desert featuring sparse dry bushes, subtle footprints in the sand, and low dark silhouetted mountains along the horizon. The sky is a deep cobalt-blue with streaks of grey-violet clouds and a glowing orange and gold sunset band stretching along the left horizon.",
    "photographic_characteristics": {
      "focus": "crisp, ultra-sharp focus on the ribbed fabric texture, chain links, sunglasses, and suspended sand grains",
      "camera_angle": "low angle",
      "depth_of_field": "moderately shallow, keeping the subject in sharp focus while the distant background mountains have a soft falloff",
      "lens_focal_length": "wide-angle lens"
    },
    "aesthetics": {
      "color_scheme": "high contrast palette featuring saturated cobalt blues, warm golden-orange sunset tones, and neutral greys and whites",
      "composition": "low angle shot, medium-tight framing cropped mid-thigh at the bottom, dynamic off-center placement following the rule of thirds",
      "mood_atmosphere": "Y2K action-editorial energy, dynamic, confident, edgy, and cinematic"
    },
    "artistic_style": "realistic",
    "style_medium": "photograph",
    "short_description": "An early-2000s fashion editorial photograph capturing a young woman dynamically twisting in a desert at dusk. Lit by a strong off-camera flash against a deep cobalt-blue and orange sunset sky, she wears Y2K-inspired streetwear including mirrored silver sunglasses, a white ribbed tank top, and loose cargo pants, surrounded by kicked-up sand.",
    "context": "This is a concept for an early-2000s retro-futuristic fashion editorial photograph intended for a high-end style magazine spread."
  }
}

Your request will cost $0.04 per image

Input

Prompt*

Additional Settings

Customize your input with more control.

Result

Idle

What would you like to do next?

Input

Prompt

Add your prompt OR VGL (JSON)

An early-2000s fashion editorial photograph in the desert at dusk, shot on a digital camera with a wide-angle lens from a low angle, lit with a strong off-camera flash against the ambient sky.

Style

Vgl

Structured Prompt will be populated from your instructions or uploaded assets, giving you predictable, repeatable control without any guesswork.

Aspect Ratio

Additional Settings

Customize your input with more control.

Your request will cost $0.04 per image

Result

Idle

What would you like to do next?

{
  "image": {
    "url": "",
    "content_type": "image/png",
    "file_name": "z9RV14K95DvU.png",
    "file_size": 4404019,
    "width": 1024,
    "height": 1024
  },
  "images": [
    {
      "url": "https://v3b.fal.media/files/b/0aaf2280/ypd7TE-YkuV6SiYxSDSVE_fibo-2-generate-example.png"
    }
  ],
  "vgl": {
    "objects": [
      {
        "texture": "mixed textures of soft skin, ribbed cotton, heavy metallic links, and smooth synthetic sunglasses",
        "pose": "twisting mid-motion, turning body away while looking back over shoulder",
        "skin_tone_and_texture": "warm skin tone with glossy highlights from the flash",
        "gender": "female",
        "relationship": "main subject of the photograph, commanding the frame",
        "description": "A young woman with shoulder-length dark brown hair, twisting mid-motion with her body turning away while looking back over her shoulder at the camera with slightly parted lips. She wears wraparound mirrored silver sport sunglasses, a heavy silver chain necklace, a fitted white ribbed tank top, and loose light-grey cargo pants with large side pockets.",
        "relative_size": "large within frame",
        "clothing": "fitted white ribbed tank top, loose light-grey cargo pants with large side pockets sitting low on hips, heavy silver chain necklace, wraparound mirrored silver sport sunglasses",
        "expression": "confident, intense gaze with lips slightly parted",
        "shape_and_color": "dynamic human silhouette in white and grey with metallic accents",
        "appearance_details": "glossy highlights on skin, windswept hair flying across her face, right arm swinging out behind with fingers spread",
        "location": "center-right",
        "action": "twisting and looking back over her shoulder while swinging right arm",
        "orientation": "tilted dynamically, facing slightly left while head turns back"
      },
      {
        "texture": "grainy, particulate, and sharp",
        "description": "A burst of kicked-up sand billowing around her legs and to the lower left, with individual grains sharply frozen in mid-air by the flash.",
        "number_of_objects": 1,
        "relationship": "interacts with the model's movement, emphasizing action",
        "relative_size": "medium",
        "shape_and_color": "cloud-like amorphous cluster of sandy beige and golden-brown particles",
        "appearance_details": "individual sand grains sparkling under the hard flash light",
        "location": "bottom-left foreground and surrounding legs",
        "action": "billowing and suspended in the air",
        "orientation": "scattered horizontally and vertically"
      }
    ],
    "lighting": {
      "conditions": "strong off-camera flash combined with ambient dusk twilight",
      "direction": "front-lit from the front-left by the flash, contrasting with the backlit ambient sky",
      "shadows": "a long, sharp shadow cast by the subject across the sand to the right"
    },
    "background_setting": "Flat scrubby desert featuring sparse dry bushes, subtle footprints in the sand, and low dark silhouetted mountains along the horizon. The sky is a deep cobalt-blue with streaks of grey-violet clouds and a glowing orange and gold sunset band stretching along the left horizon.",
    "photographic_characteristics": {
      "focus": "crisp, ultra-sharp focus on the ribbed fabric texture, chain links, sunglasses, and suspended sand grains",
      "camera_angle": "low angle",
      "depth_of_field": "moderately shallow, keeping the subject in sharp focus while the distant background mountains have a soft falloff",
      "lens_focal_length": "wide-angle lens"
    },
    "aesthetics": {
      "color_scheme": "high contrast palette featuring saturated cobalt blues, warm golden-orange sunset tones, and neutral greys and whites",
      "composition": "low angle shot, medium-tight framing cropped mid-thigh at the bottom, dynamic off-center placement following the rule of thirds",
      "mood_atmosphere": "Y2K action-editorial energy, dynamic, confident, edgy, and cinematic"
    },
    "artistic_style": "realistic",
    "style_medium": "photograph",
    "short_description": "An early-2000s fashion editorial photograph capturing a young woman dynamically twisting in a desert at dusk. Lit by a strong off-camera flash against a deep cobalt-blue and orange sunset sky, she wears Y2K-inspired streetwear including mirrored silver sunglasses, a white ribbed tank top, and loose cargo pants, surrounded by kicked-up sand.",
    "context": "This is a concept for an early-2000s retro-futuristic fashion editorial photograph intended for a high-end style magazine spread."
  }
}

Your request will cost $0.04 per image

Fibo-2 [generate]

Text-to-image for detailed visual briefs

A campaign image can depend on more than a subject and a style: three objects in a particular order, a material that catches the light, or a scene whose parts need to fit together. Fibo 2.0 Generate turns a written brief into an image. Bria describes reasoning- and knowledge-heavy prompts as the model's strengths and states that it is trained on licensed data.

The endpoint expands free-form text into a structured prompt and returns that prompt with the image. The same structured prompt can be supplied directly in a later request, making the interpreted brief available for inspection and reuse.

Key features

Text or structured prompts: free-form prompt is expanded automatically; vgl is used directly.
21 aspect ratios: square, landscape, portrait, and panoramic formats from 5:1 to 1:5, at approximately one megapixel.
Reusable prompt structure: the response includes the structured prompt used for generation.
Seed control: a fixed seed supports reproducible requests.
$0.04 per generated image. Ten images cost $0.40; $1 covers 25 images.

A brief with relationships, materials, and light

An editorial still life on pale peach paper: a cobalt glass cylinder on the left, a cut blood orange in the center, and a folded cream linen napkin on the right. Afternoon light enters from the left, casting all three shadows toward the lower right. The glass refracts blue light onto the paper. Overhead composition with space above the objects for a campaign headline.

The prompt describes both the objects and how they relate: position, shared lighting, and a material effect. It can be rendered as a square feed image, a wide banner, or a vertical composition by changing aspect_ratio.

Request controls

Control	Behavior
`prompt`	Free-form description, expanded into a structured prompt.
`vgl`	Uses an existing structured prompt directly.
`aspect_ratio`	One of 21 formats; defaults to `1:1`.
`seed`	Defaults to `5555`.
`sync_mode`	Returns the image directly in the response; adds latency.

The response contains image, the same image in the single-item images list, and vgl. The optional image_url provides a visual reference for the prompt, or produces a close variation when used alone. It cannot be combined with vgl or style.

FAQ

What is Fibo 2.0 Generate? The text-to-image endpoint of Bria's Fibo 2.0. It accepts a prompt, optionally with a reference image, and returns an image.

What is it best at? Reasoning- and knowledge-heavy prompts, where the model has to understand the scene or the subject, not just match a style.

Can I guide it with a reference image? Yes, with one reference image in image_url alongside the text prompt, or on its own for a close variation. Multi-reference input is available on Fibo 2.0 Edit. Reference-image input cannot be combined with vgl or style.

What aspect ratios does it support? It supports 21 aspect ratios, from panoramic 5:1 through square 1:1 to tall vertical 1:5, at approximately one megapixel. The full list is available in the API schema.

How fast is it? Bria reports under 2 seconds for the model and under 5 seconds end to end through the Bria API. These are Bria API measurements; latency on fal has not been independently verified.

Is it safe for commercial use? Yes. Fibo 2.0 is trained only on licensed data, with clear commercial rights.

Can I edit the result? Yes. Fibo 2.0 also edits images on the separate Fibo 2.0 Edit endpoint.

How is it priced? Your request will cost $0.04 per image.

For changes to an existing image, including reference-guided or masked edits, use Fibo 2.0 Edit.

Fibo-2 [generate]

Text-to-image for detailed visual briefs

Key features

Text or structured prompts: free-form prompt is expanded automatically; vgl is used directly.
21 aspect ratios: square, landscape, portrait, and panoramic formats from 5:1 to 1:5, at approximately one megapixel.
Reusable prompt structure: the response includes the structured prompt used for generation.
Seed control: a fixed seed supports reproducible requests.
$0.04 per generated image. Ten images cost $0.40; $1 covers 25 images.

A brief with relationships, materials, and light

An editorial still life on pale peach paper: a cobalt glass cylinder on the left, a cut blood orange in the center, and a folded cream linen napkin on the right. Afternoon light enters from the left, casting all three shadows toward the lower right. The glass refracts blue light onto the paper. Overhead composition with space above the objects for a campaign headline.

Request controls

Control	Behavior
`prompt`	Free-form description, expanded into a structured prompt.
`vgl`	Uses an existing structured prompt directly.
`aspect_ratio`	One of 21 formats; defaults to `1:1`.
`seed`	Defaults to `5555`.
`sync_mode`	Returns the image directly in the response; adds latency.

FAQ

What is Fibo 2.0 Generate? The text-to-image endpoint of Bria's Fibo 2.0. It accepts a prompt, optionally with a reference image, and returns an image.

What is it best at? Reasoning- and knowledge-heavy prompts, where the model has to understand the scene or the subject, not just match a style.

Is it safe for commercial use? Yes. Fibo 2.0 is trained only on licensed data, with clear commercial rights.

Can I edit the result? Yes. Fibo 2.0 also edits images on the separate Fibo 2.0 Edit endpoint.

How is it priced? Your request will cost $0.04 per image.

For changes to an existing image, including reference-guided or masked edits, use Fibo 2.0 Edit.