imagesarrayrequired
Reference image URLs or data URIs, in image 1 through image 10 order. Each must be at least 256 pixels per dimension and at most 4 megapixels. The first controls auto aspect ratio.
bfl/flux-3/editFLUX 3 by Black Forest Labs edits up to 10 reference images from a text instruction, with strong prompt adherence and typography at 512px to 4K resolution tiers.
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PNG, JPEG, WebP, or GIF · 20 MiB maximum each
Customize your input with more control.
Select an example to load its inputs and result into the playground.
{
"images": [
"https://static.sandbase.ai/examples/569ea553-5e21-4726-8615-1ba33c57e547/input/d1285e69-70ed-44f3-9aab-44a1de9b71f4.png"
],
"prompt": "make the background blue"
}FLUX 3 by Black Forest Labs edits up to 10 reference images from an instruction, with strong prompt adherence and typography at resolution tiers from 512px to 4K.
| Field | Type | Default | Notes |
|---|---|---|---|
prompt | string, required | — | Text instruction. |
images | image URL[], required | — | Images to edit, Image 1 to Image 10. |
resolution | 512sq / 768sq / 1k / 2k / 4k | 1k | Size tier; sets the per-image rate. |
output_format | jpeg / png | jpeg | Output file format. |
aspect_ratio | 21:9 / 16:9 / 3:2 / 4:3 / 5:4 / 1:1 / 4:5 / 3:4 / 2:3 / 9:16 | — | Output shape. |
BFL's official per-image tiers: $0.041 for the 512 and 768 square tiers, $0.048 at 1K, $0.10 at 2K, $0.607 at 4K.
| Request | 512sq | 1k | 2k | 4k |
|---|---|---|---|---|
| One image | $0.041 | $0.048 | $0.10 | $0.607 |
Failed runs are not charged.
Other FLUX 3 endpoints: bfl/flux-3/text-to-image, bfl/flux-3/text-to-video, bfl/flux-3/image-to-video.
Start building
Submit this model through the SandBase Unified Run API.
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
-X POST "https://api.sandbase.ai/v1/run" \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
-H "Content-Type: application/json" \
--data-binary @- <<'SANDBASE_JSON'
{
"model": "bfl/flux-3/edit",
"images": [
"https://storage.googleapis.com/falserverless/example_inputs/flux2_pro_edit_input.png"
],
"prompt": "A red fox leaping over a stream in a pine forest, low-angle wildlife photograph.",
"resolution": "1k",
"output_format": "jpeg"
}
SANDBASE_JSON
)
run_id=$(printf '%s' "$result" | jq -r .id)
for attempt in $(seq 1 120); do
status=$(printf '%s' "$result" | jq -r .status)
case "$status" in completed|failed|timeout) break ;; esac
sleep 2
result=$(curl --fail-with-body --silent \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
"https://api.sandbase.ai/v1/run/$run_id")
done
status=$(printf '%s' "$result" | jq -r .status)
[ "$status" = completed ] || { echo "Generation ended: $status" >&2; exit 1; }
printf '%s\n' "$result"Create a SandBase API key and set it in your server environment. All requests use Bearer authentication.
export SANDBASE_API_KEY="YOUR_API_KEY"Keep the key on your server. Do not expose it in browser code or commit it to a repository.
POST to /v1/run with this model ID and its inputs. The request example above includes submission and polling.
Use the returned run ID to poll until the status is completed, failed or timeout. Read output only after completed.
curl "https://api.sandbase.ai/v1/run/$RUN_ID" \
-H "Authorization: Bearer $SANDBASE_API_KEY"Pass a publicly accessible file URL in the model’s image, video or audio field. Supported formats and limits are shown beside each Playground input.
Use the upload or replace control on supported image fields in the Playground. Video URL fields accept a hosted driving video; they do not imply video-upload support.
imagesarrayrequiredReference image URLs or data URIs, in image 1 through image 10 order. Each must be at least 256 pixels per dimension and at most 4 megapixels. The first controls auto aspect ratio.
promptstringrequiredThe prompt to generate an image from.
resolutionstringOutput resolution tier. 4k can take several minutes.
Default: "1k"
Possible values: "512sq", "768sq", "1k", "2k", "4k"
aspect_ratiostringThe aspect ratio of the generated image.
Possible values: "21:9", "16:9", "3:2", "4:3", "5:4", "1:1", "4:5", "3:4", "2:3", "9:16"
output_formatstringThe format of the generated image.
Default: "jpeg"
Possible values: "jpeg", "png"
{
"model": "bfl/flux-3/edit",
"images": [
"https://storage.googleapis.com/falserverless/example_inputs/flux2_pro_edit_input.png"
],
"prompt": "A red fox leaping over a stream in a pine forest, low-angle wildlife photograph.",
"resolution": "1k",
"output_format": "jpeg"
}A completed run exposes its result in output. The following is the model’s saved example, not a new generation.
[
{
"source": "Self organization completed prediction",
"source_url": "https://www.sandbase.ai",
"url": "https://static.sandbase.ai/examples/569ea553-5e21-4726-8615-1ba33c57e547/output/915964a1-cebf-40ba-b9ed-e7d62de59b4e.jpg"
}
]