FLUX.1 [dev] SRPO
FLUX.1 [dev] SRPO is a 12B flow transformer finetuned with Tencent SRPO for higher realism and aesthetics in text guided image generation. It improves lighting, texture, and artifact control. Ideal for teams that need controllable, high quality image output from text prompts.
![FLUX.1 [dev] SRPO](https://assets.runware.ai/covers/flux-1-dev-srpo.jpg)
Complete technical specification for integration
Ready-to-use code snippets for common workflows
Glacier Cathedral Violinist

A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'runware:111@1',
positivePrompt: 'A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale',
negativePrompt: 'lowres, blurry, cartoon, painterly, oversaturated, extra fingers, malformed hands, duplicate person, bad anatomy, distorted face, floating instrument, noisy background, text, watermark, frame, flat lighting',
width: 1024,
height: 1536,
seed: 15347,
steps: 32,
scheduler: 'FlowMatchEulerDiscreteScheduler',
CFGScale: 4.5,
trueCFGScale: 1
})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": "runware:111@1",
"positivePrompt": "A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale",
"negativePrompt": "lowres, blurry, cartoon, painterly, oversaturated, extra fingers, malformed hands, duplicate person, bad anatomy, distorted face, floating instrument, noisy background, text, watermark, frame, flat lighting",
"width": 1024,
"height": 1536,
"seed": 15347,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "dd7e1834-10ca-401c-bb0d-89f3fd09e851",
"model": "runware:111@1",
"positivePrompt": "A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale",
"negativePrompt": "lowres, blurry, cartoon, painterly, oversaturated, extra fingers, malformed hands, duplicate person, bad anatomy, distorted face, floating instrument, noisy background, text, watermark, frame, flat lighting",
"width": 1024,
"height": 1536,
"seed": 15347,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1
}
]'runware run runware:111@1 \
positivePrompt="A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale" \
negativePrompt="lowres, blurry, cartoon, painterly, oversaturated, extra fingers, malformed hands, duplicate person, bad anatomy, distorted face, floating instrument, noisy background, text, watermark, frame, flat lighting" \
width=1024 \
height=1536 \
seed=15347 \
steps=32 \
scheduler=FlowMatchEulerDiscreteScheduler \
CFGScale=4.5 \
trueCFGScale=1{
"taskType": "imageInference",
"taskUUID": "dd7e1834-10ca-401c-bb0d-89f3fd09e851",
"model": "runware:111@1",
"positivePrompt": "A solitary violinist standing on a narrow sheet of clear ice inside a vast glacier cathedral, towering translucent blue walls carved by ancient pressure, suspended air bubbles trapped in the ice, fractured light beams scattering through frosted arches, fine snow dust drifting in the distance, realistic winter clothing with intricate wool textures and subtle frost on the shoulders, polished wooden violin catching cold highlights, cinematic composition from a low angle, serene and awe-filled mood, ultra-detailed environment, natural anatomy, lifelike skin tones, realistic reflections and refractions, delicate mist, high realism, refined aesthetics, sharp focus on subject with grand environmental scale",
"negativePrompt": "lowres, blurry, cartoon, painterly, oversaturated, extra fingers, malformed hands, duplicate person, bad anatomy, distorted face, floating instrument, noisy background, text, watermark, frame, flat lighting",
"width": 1024,
"height": 1536,
"seed": 15347,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1
}{
"taskType": "imageInference",
"taskUUID": "dd7e1834-10ca-401c-bb0d-89f3fd09e851",
"imageUUID": "b4aea7fb-a205-48d6-8bac-8832a6672284",
"imageURL": "https://im.runware.ai/image/os/a03d21/ws/3/ii/b4aea7fb-a205-48d6-8bac-8832a6672284.jpg",
"seed": 15347,
"cost": 0.0083
}Volcanic Glasshouse Orchid Conservatory

A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'runware:111@1',
positivePrompt: 'A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look',
negativePrompt: 'lowres, blurry, cartoon, illustration, painting, oversaturated, deformed anatomy, duplicate subjects, extra limbs, malformed hands, bad perspective, flat lighting, noisy image, text, watermark, frame, cropped',
width: 1344,
height: 768,
seed: 16649,
steps: 30,
scheduler: 'FlowMatchEulerDiscreteScheduler',
CFGScale: 3.5,
trueCFGScale: 1
})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": "runware:111@1",
"positivePrompt": "A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look",
"negativePrompt": "lowres, blurry, cartoon, illustration, painting, oversaturated, deformed anatomy, duplicate subjects, extra limbs, malformed hands, bad perspective, flat lighting, noisy image, text, watermark, frame, cropped",
"width": 1344,
"height": 768,
"seed": 16649,
"steps": 30,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 3.5,
"trueCFGScale": 1
})
asyncio.run(main())curl https://api.runware.ai/v1 \
-H "Authorization: Bearer $RUNWARE_API_KEY" \
-H "Content-Type: application/json" \
-d '[
{
"taskType": "imageInference",
"taskUUID": "0d9e71e4-325b-4dbe-b2fa-a659a3070432",
"model": "runware:111@1",
"positivePrompt": "A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look",
"negativePrompt": "lowres, blurry, cartoon, illustration, painting, oversaturated, deformed anatomy, duplicate subjects, extra limbs, malformed hands, bad perspective, flat lighting, noisy image, text, watermark, frame, cropped",
"width": 1344,
"height": 768,
"seed": 16649,
"steps": 30,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 3.5,
"trueCFGScale": 1
}
]'runware run runware:111@1 \
positivePrompt="A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look" \
negativePrompt="lowres, blurry, cartoon, illustration, painting, oversaturated, deformed anatomy, duplicate subjects, extra limbs, malformed hands, bad perspective, flat lighting, noisy image, text, watermark, frame, cropped" \
width=1344 \
height=768 \
seed=16649 \
steps=30 \
scheduler=FlowMatchEulerDiscreteScheduler \
CFGScale=3.5 \
trueCFGScale=1{
"taskType": "imageInference",
"taskUUID": "0d9e71e4-325b-4dbe-b2fa-a659a3070432",
"model": "runware:111@1",
"positivePrompt": "A vast glasshouse perched on the rim of a smoking volcanic caldera, filled with rare black and crimson orchids, obsidian pathways, brass irrigation pipes, mist drifting through warm air, luminous lava glow reflecting in curved glass panels, distant ash plumes beyond the greenhouse walls, a solitary botanist in heat-resistant fieldwear examining a bloom with a notebook, cinematic wide shot, extraordinary realism, intricate textures, polished metal, wet stone, layered atmospheric depth, dramatic orange and teal lighting, natural perspective, finely detailed foliage, premium editorial photography look",
"negativePrompt": "lowres, blurry, cartoon, illustration, painting, oversaturated, deformed anatomy, duplicate subjects, extra limbs, malformed hands, bad perspective, flat lighting, noisy image, text, watermark, frame, cropped",
"width": 1344,
"height": 768,
"seed": 16649,
"steps": 30,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 3.5,
"trueCFGScale": 1
}{
"taskType": "imageInference",
"taskUUID": "0d9e71e4-325b-4dbe-b2fa-a659a3070432",
"imageUUID": "a15e4856-c25c-49cf-a97d-d414e06ff0b6",
"imageURL": "https://im.runware.ai/image/os/a03d21/ws/3/ii/a15e4856-c25c-49cf-a97d-d414e06ff0b6.jpg",
"seed": 16649,
"cost": 0.0064
}Windy Cliffside Falconer Portrait

A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition.
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'runware:111@1',
positivePrompt: 'A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition.',
negativePrompt: 'cartoon, illustration, painting, CGI, lowres, blurry, soft face, deformed hands, extra fingers, missing fingers, duplicate bird, multiple people, bad anatomy, oversaturated, noisy, watermark, text, frame, cropped head, plastic skin',
width: 896,
height: 1152,
seed: 16591,
steps: 32,
scheduler: 'FlowMatchEulerDiscreteScheduler',
CFGScale: 4.5,
trueCFGScale: 1.2,
hiresFix: 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": "runware:111@1",
"positivePrompt": "A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition.",
"negativePrompt": "cartoon, illustration, painting, CGI, lowres, blurry, soft face, deformed hands, extra fingers, missing fingers, duplicate bird, multiple people, bad anatomy, oversaturated, noisy, watermark, text, frame, cropped head, plastic skin",
"width": 896,
"height": 1152,
"seed": 16591,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": 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": "9d0a4cb7-15bc-401b-acd2-6a5986e38e59",
"model": "runware:111@1",
"positivePrompt": "A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition.",
"negativePrompt": "cartoon, illustration, painting, CGI, lowres, blurry, soft face, deformed hands, extra fingers, missing fingers, duplicate bird, multiple people, bad anatomy, oversaturated, noisy, watermark, text, frame, cropped head, plastic skin",
"width": 896,
"height": 1152,
"seed": 16591,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": true
}
]'runware run runware:111@1 \
positivePrompt="A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition." \
negativePrompt="cartoon, illustration, painting, CGI, lowres, blurry, soft face, deformed hands, extra fingers, missing fingers, duplicate bird, multiple people, bad anatomy, oversaturated, noisy, watermark, text, frame, cropped head, plastic skin" \
width=896 \
height=1152 \
seed=16591 \
steps=32 \
scheduler=FlowMatchEulerDiscreteScheduler \
CFGScale=4.5 \
trueCFGScale=1.2 \
hiresFix=true{
"taskType": "imageInference",
"taskUUID": "9d0a4cb7-15bc-401b-acd2-6a5986e38e59",
"model": "runware:111@1",
"positivePrompt": "A young falconer standing on a grassy cliff above a stormy northern sea, wearing layered indigo wool, weathered leather bracers, and tarnished silver clasps, a pale gyrfalcon perched calmly on one gloved hand. Wind whipping loose strands of auburn hair and the hem of the cloak, distant whitecaps below, jagged rocks, seabirds circling far away. Cinematic natural light breaking through heavy clouds, cool atmosphere with subtle warm skin tones, ultra-detailed feathers, believable textiles, realistic skin texture, sharp eyes, grounded anatomy, premium editorial photography look, shallow depth of field, highly aesthetic, crisp fine detail, dramatic yet elegant composition.",
"negativePrompt": "cartoon, illustration, painting, CGI, lowres, blurry, soft face, deformed hands, extra fingers, missing fingers, duplicate bird, multiple people, bad anatomy, oversaturated, noisy, watermark, text, frame, cropped head, plastic skin",
"width": 896,
"height": 1152,
"seed": 16591,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": true
}{
"taskType": "imageInference",
"taskUUID": "9d0a4cb7-15bc-401b-acd2-6a5986e38e59",
"imageUUID": "bb4c7da5-550a-4aa5-9675-961f86d00b54",
"imageURL": "https://im.runware.ai/image/os/a08dlim3/ws/3/ii/bb4c7da5-550a-4aa5-9675-961f86d00b54.jpg",
"seed": 16591,
"cost": 0.007
}Submerged Metro Station Garden

An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look
import { createClient } from '@runware/sdk'
const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()
const [result] = await client.run({
model: 'runware:111@1',
positivePrompt: 'An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look',
negativePrompt: 'lowres, blurry, noisy, oversaturated, cartoon, anime, painting, illustration, distorted perspective, duplicate objects, warped rails, malformed plants, extra fish, text, watermark, logo, frame, people, crowd',
width: 1024,
height: 768,
seed: 54794,
steps: 32,
scheduler: 'FlowMatchEulerDiscreteScheduler',
CFGScale: 4.5,
trueCFGScale: 1.2,
hiresFix: 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": "runware:111@1",
"positivePrompt": "An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look",
"negativePrompt": "lowres, blurry, noisy, oversaturated, cartoon, anime, painting, illustration, distorted perspective, duplicate objects, warped rails, malformed plants, extra fish, text, watermark, logo, frame, people, crowd",
"width": 1024,
"height": 768,
"seed": 54794,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": 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": "59301dd0-0cae-4a5d-ada4-b6ecc6fd8ce5",
"model": "runware:111@1",
"positivePrompt": "An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look",
"negativePrompt": "lowres, blurry, noisy, oversaturated, cartoon, anime, painting, illustration, distorted perspective, duplicate objects, warped rails, malformed plants, extra fish, text, watermark, logo, frame, people, crowd",
"width": 1024,
"height": 768,
"seed": 54794,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": true
}
]'runware run runware:111@1 \
positivePrompt="An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look" \
negativePrompt="lowres, blurry, noisy, oversaturated, cartoon, anime, painting, illustration, distorted perspective, duplicate objects, warped rails, malformed plants, extra fish, text, watermark, logo, frame, people, crowd" \
width=1024 \
height=768 \
seed=54794 \
steps=32 \
scheduler=FlowMatchEulerDiscreteScheduler \
CFGScale=4.5 \
trueCFGScale=1.2 \
hiresFix=true{
"taskType": "imageInference",
"taskUUID": "59301dd0-0cae-4a5d-ada4-b6ecc6fd8ce5",
"model": "runware:111@1",
"positivePrompt": "An abandoned underground metro station transformed into a thriving freshwater garden beneath clear turquoise floodwater, cracked tiled platforms, rusted rails disappearing into the distance, schools of tiny silver fish weaving through hanging fern roots, massive lotus leaves floating near the ceiling, shafts of sunlight entering from broken street grates above, suspended dust and bubbles glowing in the light, a toppled ticket machine covered in moss, delicate wildflowers growing from old advertisement frames, cinematic realism, ultra-detailed textures, natural color harmony, rich reflections and refractions, subtle atmospheric haze, sharp focus, elegant composition, highly believable materials, premium editorial photography look",
"negativePrompt": "lowres, blurry, noisy, oversaturated, cartoon, anime, painting, illustration, distorted perspective, duplicate objects, warped rails, malformed plants, extra fish, text, watermark, logo, frame, people, crowd",
"width": 1024,
"height": 768,
"seed": 54794,
"steps": 32,
"scheduler": "FlowMatchEulerDiscreteScheduler",
"CFGScale": 4.5,
"trueCFGScale": 1.2,
"hiresFix": true
}{
"taskType": "imageInference",
"taskUUID": "59301dd0-0cae-4a5d-ada4-b6ecc6fd8ce5",
"imageUUID": "398b35a0-60d2-456f-b9a0-3cadd5975bc2",
"imageURL": "https://im.runware.ai/image/os/a10dlim3/ws/3/ii/398b35a0-60d2-456f-b9a0-3cadd5975bc2.jpg",
"seed": 54794,
"cost": 0.0064
}