FLUX.1.1 [pro]

FLUX.1.1 Pro is a flagship text to image model from Black Forest Labs. It improves on FLUX.1 with sharper detail, stronger prompt adherence, and faster sampling. Ideal for production image pipelines, product visuals, and creative tools that require consistent high quality output.
![FLUX.1.1 [pro]](https://assets.runware.ai/covers/bfl-flux-1-1-pro.jpg)
Complete technical specification for integration
Ready-to-use code snippets for common workflows
text-to-image
Subsea Cable Engineer Editorial Portrait$0.04~6s
High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos.
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'bfl:2@1',
positivePrompt: 'High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos.',
width: 1024,
height: 1024,
providerSettings: {
bfl: {
promptUpsampling: true
}
}
})import asyncio
import os
from runware import Runware
async def main():
async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
results = await client.run({
"model": "bfl:2@1",
"positivePrompt": "High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": True
}
}
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "351ba1ce-ebe0-455f-bfbe-0e9d37f9de88",
"model": "bfl:2@1",
"positivePrompt": "High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}
]'runware run bfl:2@1 \
positivePrompt="High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos." \
width=1024 \
height=1024 \
providerSettings.bfl.promptUpsampling=true{
"taskType": "imageInference",
"taskUUID": "351ba1ce-ebe0-455f-bfbe-0e9d37f9de88",
"model": "bfl:2@1",
"positivePrompt": "High-end documentary editorial photograph for a technology and infrastructure magazine, portraying a female subsea telecommunications cable engineer in her late 40s aboard a working cable-repair ship at night. She stands confidently off-center inside the vast circular cable tank, wearing practical unbranded navy coveralls with reflective silver piping, scuffed safety boots, work gloves tucked into one pocket, and a compact headlamp switched off. Behind her, hundreds of meters of thick matte-black armored fiber-optic cable form an immense, precisely layered spiral around the tank walls. A freshly opened cable end rests on a steel inspection bench in the foreground, revealing intricate concentric layers of copper, steel wire, insulation, and hair-thin colored optical fibers with exceptional technical detail. The setting feels authentic and operational: worn galvanized decking, numbered inspection tags, grease-pencil markings, bolted hatches, coiled tools, condensation, and salt residue. A single overhead amber work lamp creates sculptural side light across her focused face and the cable coils, balanced by cool cyan light entering through an open watertight doorway. Restrained palette of charcoal black, marine blue, oxidized steel, amber, and tiny fiber-optic color accents. Square composition with strong circular geometry, generous environmental context, subtle foreground depth, natural skin texture, realistic hands, crisp textile and metal detail, slight atmospheric haze, understated confidence rather than heroic posing. Shot on a medium-format camera with a 45mm lens, controlled deep focus, refined contemporary magazine color grading, tactile photorealism, no typography or logos.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}Response
{
"taskType": "imageInference",
"taskUUID": "351ba1ce-ebe0-455f-bfbe-0e9d37f9de88",
"imageUUID": "43a61dd2-967c-4096-b085-2e701c65de70",
"imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/3/ii/43a61dd2-967c-4096-b085-2e701c65de70.jpg",
"seed": 1741848894,
"cost": 0.04
}text-to-image
Dung Beetle Navigation Illustration$0.04~5s
Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects.
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'bfl:2@1',
positivePrompt: 'Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects.',
width: 1024,
height: 1024,
providerSettings: {
bfl: {
promptUpsampling: true
}
}
})import asyncio
import os
from runware import Runware
async def main():
async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
results = await client.run({
"model": "bfl:2@1",
"positivePrompt": "Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": True
}
}
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "d22c9f58-900e-4133-ba95-829bf2664e25",
"model": "bfl:2@1",
"positivePrompt": "Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}
]'runware run bfl:2@1 \
positivePrompt="Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects." \
width=1024 \
height=1024 \
providerSettings.bfl.promptUpsampling=true{
"taskType": "imageInference",
"taskUUID": "d22c9f58-900e-4133-ba95-829bf2664e25",
"model": "bfl:2@1",
"positivePrompt": "Finished square full-page illustration for a high-quality children’s natural-history book, aimed at ages 8–11, scientifically grounded and immediately readable. A nocturnal African dung beetle, Scarabaeus satyrus, rolls a round dung ball across a dry South African grassland beneath the Milky Way. Low beetle-level viewpoint: the beetle and textured ball dominate the lower foreground, shown in clear side profile with accurate six legs, antennae, glossy ridged wing cases, and feet gripping dusty ground. A distant dung pile sits near the left horizon; a subtle trail behind the beetle runs remarkably straight from the pile to its current position, visually explaining celestial navigation without diagrams or labels. Above, the broad luminous band of the Milky Way crosses the entire deep indigo sky and aligns strongly with the beetle’s direction of travel. Sparse grasses, seed heads, tiny stones, and faint tracks add close-observation detail; low dunes and flat scrub form a quiet horizon. Hand-painted art direction combining opaque gouache, colored pencil, and delicate dry-brush textures on lightly toothy paper, sophisticated editorial picture-book style, accurate natural forms with gentle child-friendly character, not anthropomorphic. Palette of midnight blue, ultramarine, warm ochre, rust, muted sage, and small cream-white stars. Soft cool starlight, restrained warm rim light on the beetle and ball, crisp focal detail with atmospheric distance. Balanced square composition, generous sky, calm sense of discovery and scientific wonder. No words, labels, letters, borders, infographic icons, fantasy elements, clothing, or human objects.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}Response
{
"taskType": "imageInference",
"taskUUID": "d22c9f58-900e-4133-ba95-829bf2664e25",
"imageUUID": "8c773b81-bcad-4ab3-a350-2df27cea8600",
"imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/3/ii/8c773b81-bcad-4ab3-a350-2df27cea8600.jpg",
"seed": 1343776353,
"cost": 0.04
}text-to-image
Anechoic Lab Executive Portrait$0.04~7s
Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border.
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'bfl:2@1',
positivePrompt: 'Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border.',
width: 1024,
height: 1024,
providerSettings: {
bfl: {
promptUpsampling: true
}
}
})import asyncio
import os
from runware import Runware
async def main():
async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
results = await client.run({
"model": "bfl:2@1",
"positivePrompt": "Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": True
}
}
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "12983187-0def-454c-b05e-188dc84c2b84",
"model": "bfl:2@1",
"positivePrompt": "Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}
]'runware run bfl:2@1 \
positivePrompt="Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border." \
width=1024 \
height=1024 \
providerSettings.bfl.promptUpsampling=true{
"taskType": "imageInference",
"taskUUID": "12983187-0def-454c-b05e-188dc84c2b84",
"model": "bfl:2@1",
"positivePrompt": "Professional square environmental portrait of a Black woman in her early 50s, founder and principal acoustic engineer of an audio technology consultancy, photographed inside a real anechoic testing chamber. Chest-up framing, centered slightly left, direct eye contact, composed and quietly authoritative expression. She has short natural salt-and-pepper curls, subtle makeup, small brushed-silver stud earrings, and wears a sharply tailored vermilion blazer over a charcoal crew-neck top with no logos. Behind her, dense rows of matte charcoal acoustic foam wedges form a precise geometric pattern that recedes into soft focus; a slender brass measurement microphone on a stand appears near the far right edge as an understated clue to her profession. Crisp editorial photography with realistic skin texture, fine hair detail, natural facial proportions, and immaculate fabric texture. Soft frontal key light creates clean catchlights and flattering dimensionality, with a narrow warm rim light separating her shoulders from the dark chamber. Restrained palette of vermilion, charcoal, brass, and warm brown skin tones. Premium leadership-profile art direction, confident and technically sophisticated rather than glamorous. Shot at eye level with an 85mm portrait-lens look, shallow but controlled depth of field, sharp focus on both eyes, balanced negative space, clean square composition suitable for an executive biography, annual report, or engineering magazine contributor page. Photorealistic, no text, no logos, no watermark, no border.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}Response
{
"taskType": "imageInference",
"taskUUID": "12983187-0def-454c-b05e-188dc84c2b84",
"imageUUID": "5b04578d-2a8a-4470-a9b0-bd17997e6459",
"imageURL": "https://im.runware.ai/image/os/a08dlim3/ws/3/ii/5b04578d-2a8a-4470-a9b0-bd17997e6459.jpg",
"seed": 408108895,
"cost": 0.04
}text-to-image
Oyster Hatchery Risograph Editorial$0.04~7s
Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark.
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'bfl:2@1',
positivePrompt: 'Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark.',
width: 1024,
height: 1024,
providerSettings: {
bfl: {
promptUpsampling: true
}
}
})import asyncio
import os
from runware import Runware
async def main():
async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
results = await client.run({
"model": "bfl:2@1",
"positivePrompt": "Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": True
}
}
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "08fd6ceb-ce22-4bc5-922e-a816da72ef14",
"model": "bfl:2@1",
"positivePrompt": "Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}
]'runware run bfl:2@1 \
positivePrompt="Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark." \
width=1024 \
height=1024 \
providerSettings.bfl.promptUpsampling=true{
"taskType": "imageInference",
"taskUUID": "08fd6ceb-ce22-4bc5-922e-a816da72ef14",
"model": "bfl:2@1",
"positivePrompt": "Create a finished square editorial illustration for a coastal conservation organization, conceived as a documentary photograph faithfully restyled into a four-color risograph print. Inside a working oyster hatchery, a female shellfish technician in waterproof bib overalls, rubber gloves, knit cap, and clear safety glasses holds a shallow mesh nursery tray toward the light, carefully inspecting hundreds of tiny juvenile oysters. She stands three-quarter profile beside long waist-high seawater tanks; hoses, valves, aeration bubbles, wet concrete, labeled sample jars, stacked trays, and salt residue provide convincing operational detail. Strong photographic composition: medium-wide environmental portrait, technician placed off-center, tray and hands sharply emphasized, repeating tank edges leading into the background, authentic unposed concentration. Translate every form into layered seafoam green, deep cobalt blue, fluorescent coral orange, and warm uncoated-paper cream. Visible halftone dots, coarse ink grain, dry roller texture, simplified tonal blocks, selective overprint, slight registration drift, crisp stencil-like silhouettes, and irregular ink density. Preserve believable anatomy, equipment geometry, depth, reflections, and the observational truth of a field photograph while making the printmaking transformation unmistakable. Practical, industrious, optimistic mood; flat graphic color with rich tactile detail. Full-bleed artwork, no border, no typography, no logos, no watermark.",
"width": 1024,
"height": 1024,
"providerSettings": {
"bfl": {
"promptUpsampling": true
}
}
}Response
{
"taskType": "imageInference",
"taskUUID": "08fd6ceb-ce22-4bc5-922e-a816da72ef14",
"imageUUID": "564590c1-4768-445c-995d-9fcade2e91d3",
"imageURL": "https://im.runware.ai/image/os/a10dlim3/ws/3/ii/564590c1-4768-445c-995d-9fcade2e91d3.jpg",
"seed": 1171167465,
"cost": 0.04
}