Technical Specifications of bria/image-3-2
| Specification | Details |
|---|---|
| Model ID | bria/image-3-2 |
| Provider | Bria |
| Model type | Text-to-image generation |
| Recommended upstream model version | Bria 3.2 |
| Input | English text prompts |
| Output | AI-generated images |
| Supported aspect ratios | 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9 |
| Image count per request | 1 to 4 images |
| Prompt controls | Prompt, negative prompt, seed, aspect ratio, number of results |
| Response modes | Synchronous and asynchronous |
| Safety handling | Optional content moderation for inputs and filtering for unsafe generated outputs |
| Integration style | API-based image generation workflow |
What is bria/image-3-2?
bria/image-3-2 is CometAPIโs platform identifier for Briaโs Bria 3.2 text-to-image generation model. Bria describes 3.2 as its most advanced text-to-image model, emphasizing stronger aesthetics, improved prompt alignment, and better performance when generating text inside images. Briaโs image generation platform is positioned for commercial and enterprise use, with a focus on licensed training data, predictable outputs, and controllable workflows.
This model is intended for teams that need to generate branded visuals, product imagery, marketing assets, concept art, and other synthetic images from natural-language prompts. Bria also highlights that its broader platform supports business-oriented deployment patterns, including API access, asynchronous processing, and compliance-focused usage.
Main features of bria/image-3-2
- Advanced text-to-image generation: Bria recommends version 3.2 as its most advanced text-to-image model for producing higher-quality visual outputs from prompt-based requests.
- Improved prompt alignment: The model is designed to follow prompt instructions closely, which is useful for production workflows where consistency matters.
- Strong text rendering in images: Bria specifically notes stronger capabilities for generating text within images, which can help with posters, ads, packaging concepts, and branded creatives.
- Multiple aspect ratios: The API supports common square, portrait, and landscape aspect ratios, making it suitable for social, web, ecommerce, and campaign assets.
- Deterministic generation with seeds: You can pass a seed to reproduce the same result later when using the same prompt and settings.
- Flexible response handling: Briaโs API supports synchronous generation for direct responses and asynchronous generation with
request_idandstatus_urlfor background processing. - Safety and moderation options: The endpoint supports optional moderation on inputs and filters unsafe generated outputs, which is useful for production-grade applications.
- Commercial-use positioning: Bria markets its visual AI stack around licensed data, legal safety, and enterprise-oriented deployment.
How to access and integrate bria/image-3-2
Step 1: Sign Up for API Key
To get started, sign up on CometAPI and create an API key from your dashboard. Once you have your key, store it securely and use it to authenticate requests to the bria/image-3-2 API.
Step 2: Send Requests to bria/image-3-2 API
Use CometAPIโs OpenAI-compatible API format to send requests to bria/image-3-2.
curl --request POST \
--url https://api.cometapi.com/v1/images/generations \
--header "Authorization: Bearer $COMETAPI_API_KEY" \
--header "Content-Type: application/json" \
--data '{
"model": "bria/image-3-2",
"prompt": "A premium studio product photo of a minimalist smartwatch on a soft beige background, highly detailed, realistic lighting"
}'
Step 3: Retrieve and Verify Results
Parse the API response to retrieve the generated image output URLs or encoded image data, depending on the response format. Then verify that the result matches your requested prompt, style, aspect ratio, and quality requirements before using it in production.