--- title: FLUX.2 [pro] Preview 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. image: https://edgetunnel-b2h.pages.dev/dev-products-preview.png --- > Documentation Index > Fetch the complete documentation index at: https://edgetunnel-b2h.pages.dev/ai/llms.txt > Use this file to discover all available pages before exploring further. [Skip to content](#%5Ftop) ![Black Forest Labs logo](https://edgetunnel-b2h.pages.dev/_astro/blackforestlabs.Ccs-Y4-D.svg) # FLUX.2 \[pro\] Preview Text-to-Image • Black Forest Labs `black-forest-labs/flux-2-pro-preview` 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 | [View pricing in the Cloudflare dashboard ↗](https://dash.cloudflare.com/?to=/:account/ai/models/black-forest-labs/flux-2-pro-preview) | ## Usage * [ TypeScript ](#tab-panel-408) * [ cURL ](#tab-panel-409) **TypeScript** ```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 $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "black-forest-labs/flux-2-pro-preview", "input": { "prompt": "A serene mountain landscape at golden hour, soft diffused light filtering through clouds", "height": 1024, "width": 1024 } }' ``` * [ Output ](#tab-panel-406) * [ Raw response ](#tab-panel-407) ![Simple Prompt](https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/simple-prompt.jpeg) ```json { "state": "Completed", "result": { "image": "https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/simple-prompt.jpeg" }, "gatewayMetadata": { "keySource": "Unified" } } ``` ## Examples **Multi-Reference Editing** — Multi-reference editing — combine two reference images in a single composition * [ TypeScript ](#tab-panel-414) * [ cURL ](#tab-panel-415) **TypeScript** ```ts const response = await env.AI.run( 'black-forest-labs/flux-2-pro-preview', { prompt: 'Combine the subjects of these images into a single editorial fashion scene', input_images: [ 'https://replicate.delivery/xezq/jCypj4MeXYUiRyq7nfgm8z1OvFZF81wh4FznutDsZOuJz0YWA/tmp1iukn307.jpg', 'https://replicate.delivery/xezq/0lxxNQSg3NabCZrDiQVAPGVmjP1Q2dd7TgYCOTfI9LpyZaMLA/tmp89gopylq.jpg', ], }, ) console.log(response) ``` ```bash curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "black-forest-labs/flux-2-pro-preview", "input": { "prompt": "Combine the subjects of these images into a single editorial fashion scene", "input_images": [ "https://replicate.delivery/xezq/jCypj4MeXYUiRyq7nfgm8z1OvFZF81wh4FznutDsZOuJz0YWA/tmp1iukn307.jpg", "https://replicate.delivery/xezq/0lxxNQSg3NabCZrDiQVAPGVmjP1Q2dd7TgYCOTfI9LpyZaMLA/tmp89gopylq.jpg" ] } }' ``` * [ Output ](#tab-panel-410) * [ Raw response ](#tab-panel-411) ![Multi-Reference Editing](https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/multi-reference-editing.jpeg) ```json { "state": "Completed", "result": { "image": "https://examples.aig.cloudflare.com/black-forest-labs/flux-2-pro-preview/multi-reference-editing.jpeg" }, "gatewayMetadata": { "keySource": "Unified" } } ``` **Reproducible PNG Output** — Seeded generation with PNG output for downstream editing pipelines * [ TypeScript ](#tab-panel-416) * [ cURL ](#tab-panel-417) **TypeScript** ```ts const response = await env.AI.run( 'black-forest-labs/flux-2-pro-preview', { prompt: 'A pastel watercolor of a koi pond at sunrise', output_format: 'png', seed: 1337 }, ) console.log(response) ``` ```bash curl https://api.cloudflare.com/client/v4/accounts/$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 } }' ``` * [ Output ](#tab-panel-412) * [ Raw response ](#tab-panel-413) ![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 * [ Input ](#tab-panel-418) * [ Output ](#tab-panel-419) 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 [ ](https://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/schema-input.json "Open") [ ](https://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/schema-input.json "Download") Output [ ](https://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/schema-output.json "Open") [ ](https://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/schema-output.json "Download") ```json {"@context":"https://schema.org","@type":"TechArticle","@id":"https://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/#page","headline":"FLUX.2 [pro] Preview (Black Forest Labs) · Cloudflare AI docs · Cloudflare AI docs","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://edgetunnel-b2h.pages.dev/ai/models/black-forest-labs/flux-2-pro-preview/","inLanguage":"en","image":"https://edgetunnel-b2h.pages.dev/dev-products-preview.png","publisher":{"@type":"Organization","name":"Cloudflare","url":"https://www.cloudflare.com/"},"isPartOf":{"@type":"WebSite","@id":"https://edgetunnel-b2h.pages.dev/#website","name":"Cloudflare Docs","url":"https://edgetunnel-b2h.pages.dev/"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"@id":"/directory/","name":"Directory"}},{"@type":"ListItem","position":2,"item":{"@id":"/ai/","name":"AI"}},{"@type":"ListItem","position":3,"item":{"@id":"/ai/models/","name":"Models"}}]} ```