--- description: FLUX.2 [pro] Preview is Black Forest Labs' recommended default for production image generation and editing — tracks the latest [pro] weights with strong multi-reference support. title: FLUX.2 [pro] image: https://developers.cloudflare.com/og-docs.png --- [Skip to content](#main-content) > Documentation Index > Fetch the complete documentation index at: https://developers.cloudflare.com/llms.txt > Use this file to discover all available pages before exploring further. ![Black Forest Labs logo](https://developers.cloudflare.com/_astro/blackforestlabs.Ccs-Y4-D.svg) # FLUX.2 \[pro] Text-to-Image • Black Forest Labs Copy as Markdown| [View as Markdown](https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/index.md)| [Agent setup](https://developers.cloudflare.com/agent-setup/) `black-forest-labs/flux-2-pro-preview` - Third-party FLUX.2 \[pro] Preview is Black Forest Labs' recommended default for production image generation and editing — tracks the latest \[pro] weights with strong multi-reference support. | Model Info | | | --- | --- | | Terms and License | [link ↗](https://blackforestlabs.ai/terms-of-service/) | | More information | [link ↗](https://blackforestlabs.ai/) | | Pricing | | ## Usage ```ts const response = await env.AI.run( 'black-forest-labs/flux-2-pro-preview', { prompt: 'A serene mountain landscape at golden hour, soft diffused light filtering through clouds', height: 1024, width: 1024, }, ) console.log(response) ``` ```bash curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "black-forest-labs/flux-2-pro-preview", "input": { "prompt": "A serene mountain landscape at golden hour, soft diffused light filtering through clouds", "height": 1024, "width": 1024 } }' ``` ![Simple Prompt](https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/simple-prompt.jpeg) ```json { "state": "Completed", "result": { "image": "https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/simple-prompt.jpeg" }, "gatewayMetadata": { "keySource": "Unified" } } ``` ## Examples
**Multi-Reference Editing** — Multi-reference editing — combine two reference images in a single composition ```ts const response = await env.AI.run( 'black-forest-labs/flux-2-pro-preview', { prompt: 'Combine the subjects of these images into a single editorial fashion scene', input_images: [ 'https://replicate.delivery/xezq/jCypj4MeXYUiRyq7nfgm8z1OvFZF81wh4FznutDsZOuJz0YWA/tmp1iukn307.jpg', 'https://replicate.delivery/xezq/0lxxNQSg3NabCZrDiQVAPGVmjP1Q2dd7TgYCOTfI9LpyZaMLA/tmp89gopylq.jpg', ], }, ) console.log(response) ``` ```bash curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "black-forest-labs/flux-2-pro-preview", "input": { "prompt": "Combine the subjects of these images into a single editorial fashion scene", "input_images": [ "https://replicate.delivery/xezq/jCypj4MeXYUiRyq7nfgm8z1OvFZF81wh4FznutDsZOuJz0YWA/tmp1iukn307.jpg", "https://replicate.delivery/xezq/0lxxNQSg3NabCZrDiQVAPGVmjP1Q2dd7TgYCOTfI9LpyZaMLA/tmp89gopylq.jpg" ] } }' ``` ![Multi-Reference Editing](https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/multi-reference-editing.jpeg) ```json { "state": "Completed", "result": { "image": "https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/multi-reference-editing.jpeg" }, "gatewayMetadata": { "keySource": "Unified" } } ```
**Reproducible PNG Output** — Seeded generation with PNG output for downstream editing pipelines ```ts const response = await env.AI.run( 'black-forest-labs/flux-2-pro-preview', { prompt: 'A pastel watercolor of a koi pond at sunrise', output_format: 'png', seed: 1337 }, ) console.log(response) ``` ```bash curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "black-forest-labs/flux-2-pro-preview", "input": { "prompt": "A pastel watercolor of a koi pond at sunrise", "output_format": "png", "seed": 1337 } }' ``` ![Reproducible PNG Output](https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/reproducible-png-output.png) ```json { "state": "Completed", "result": { "image": "https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/reproducible-png-output.png" }, "gatewayMetadata": { "keySource": "Unified" } } ```
## Parameters prompt `string`requiredText prompt for image generation or editing. seed `integer`minimum: -9007199254740991maximum: 9007199254740991Optional seed for reproducible generation. width `integer`minimum: 64maximum: 9007199254740991Width of the generated image in pixels (minimum 64). Omit to let BFL pick. height `integer`minimum: 64maximum: 9007199254740991Height of the generated image in pixels (minimum 64). Omit to let BFL pick. safety\_tolerance `integer`minimum: 0maximum: 5Tolerance for input/output moderation. 0 is the strictest, 5 the most permissive. Defaults to 2. output\_format `string`enum: jpeg, png, webpOutput image format. Defaults to jpeg. ▶input\_images\[] `array`maxItems: 8Up to 8 reference images for editing or multi-image composition. Each entry is an HTTPS URL or a data:image/...;base64,... URI. image `string`format: uriURL to the generated image ## API Schemas (Raw) Input [Open](https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/schema-input.json) [Download](https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/schema-input.json) Output [Open](https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/schema-output.json) [Download](https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/schema-output.json) Was this helpful? YesNo ## On this page [![](https://developers.cloudflare.com/_astro/logo.te5VL_aD.svg)Docs](https://developers.cloudflare.com/) ```json {"@context":"https://schema.org","@type":"TechArticle","@id":"https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/#page","headline":"FLUX.2 [pro]","description":"FLUX.2 [pro] Preview is Black Forest Labs' recommended default for production image generation and editing — tracks the latest [pro] weights with strong multi-reference support.","url":"https://developers.cloudflare.com/ai/models/black-forest-labs/flux-2-pro-preview/","inLanguage":"en","image":"https://developers.cloudflare.com/og-docs.png","publisher":{"@type":"Organization","name":"Cloudflare","description":"One platform for your apps, agents, and workforce. Build, secure, and scale without managing infrastructure","url":"https://www.cloudflare.com/","sameAs":["https://github.com/cloudflare","https://www.linkedin.com/company/cloudflare","https://x.com/cloudflare"],"logo":{"@type":"ImageObject","url":"https://developers.cloudflare.com/logo.svg"},"address":{"@type":"PostalAddress","streetAddress":"101 Townsend St","addressLocality":"San Francisco","addressRegion":"CA","postalCode":"94107","addressCountry":"US"},"contactPoint":[{"@type":"ContactPoint","contactType":"Customer Support","url":"https://support.cloudflare.com/","availableLanguage":["English"]},{"@type":"ContactPoint","contactType":"Sales","url":"https://www.cloudflare.com/contact/","availableLanguage":["English"]}]},"isPartOf":{"@type":"WebSite","@id":"https://developers.cloudflare.com/#website","name":"Cloudflare Docs","url":"https://developers.cloudflare.com/"}} ```