Yamer's Realistic SDXL Serverless API

The SDXL model is the official upgrade to the v1.5 model. The model is released as open-source software.

POST /v2/sdxl1.0-yamers-realistic · submit + poll
 1# pip install "segmind>=1.1.0"
 2# export SEGMIND_API_KEY="YOUR_API_KEY"
 3import segmind
 4
 5# Async (v2): submit to the queue and block until COMPLETED.
 6# run() returns the final result dict (600s deadline, 1.0s poll by default).
 7result = segmind.run(
 8    "sdxl1.0-yamers-realistic",
 9    prompt="1girl, a beautiful shieldmaiden from Rohan before Edoras, (masterpiece, extremely detailed, professional photography), (beautiful detailed face, high cheek bones, pointy chin, slim face, beautiful green eyes), horse-shaped golden earrings, braided hair, (freckles:0.5, moles:0.5), standing on a green prairie with evergreen flowers, slender, fit, long eyelashes, black eyeshadow, eyeliner, focus on eyes, intricate detailed background, intricate fantasy cloths, stunningly pretty, hyper realistic details, cinematic lighting, cinematic quality, sharpen, fighting stance, scale mail, half helmet, round wooden shield, broadsword in hand, redhead, braids, leather armbands, snowed White Mountains can be seen far in the background, conysv3-1400, remarkable colors, ultra realistic, textured skin, remarkable detailed pupils, perfect symmetric eyes, realistic dull skin noise, visible skin detail, skin fuzz, dry skin, shallow depth of field, highly detailed, OverallDetail, gorgeous, eye catchlights, skin pores, imperfections, natural, dark mascara,eyeliner2",
10    negative_prompt="old, ugly, easynegative, Unspeakable-Horrors-Composition-4v By bad artist -neg bad-hands-5 bad_prompt_version2 verybadimagenegative_v1.3 (elf, elf ears, elf maiden), FastNegativeV2, Watermark, Text, censored, deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers",
11    samples=1,
12    scheduler="DPM++ 2M Karras",
13    num_inference_steps=30,
14    guidance_scale=7,
15    seed=565481734,
16    img_width=896,
17    img_height=1152,
18    base64=False,
19)
20print(result["status"])                      # COMPLETED
21print(result.get("output"))                  # model output (e.g. media URL)
22print(result["metrics"]["inference_time"])   # server compute seconds
23
24# --- Or submit + poll manually (track request_id, control the cadence) ---
25from segmind import SegmindClient, InferenceFailed, InferenceTimeout
26
27client = SegmindClient()                      # reads SEGMIND_API_KEY
28payload = {
29    "prompt": "1girl, a beautiful shieldmaiden from Rohan before Edoras, (masterpiece, extremely detailed, professional photography), (beautiful detailed face, high cheek bones, pointy chin, slim face, beautiful green eyes), horse-shaped golden earrings, braided hair, (freckles:0.5, moles:0.5), standing on a green prairie with evergreen flowers, slender, fit, long eyelashes, black eyeshadow, eyeliner, focus on eyes, intricate detailed background, intricate fantasy cloths, stunningly pretty, hyper realistic details, cinematic lighting, cinematic quality, sharpen, fighting stance, scale mail, half helmet, round wooden shield, broadsword in hand, redhead, braids, leather armbands, snowed White Mountains can be seen far in the background, conysv3-1400, remarkable colors, ultra realistic, textured skin, remarkable detailed pupils, perfect symmetric eyes, realistic dull skin noise, visible skin detail, skin fuzz, dry skin, shallow depth of field, highly detailed, OverallDetail, gorgeous, eye catchlights, skin pores, imperfections, natural, dark mascara,eyeliner2",
30    "negative_prompt": "old, ugly, easynegative, Unspeakable-Horrors-Composition-4v By bad artist -neg bad-hands-5 bad_prompt_version2 verybadimagenegative_v1.3 (elf, elf ears, elf maiden), FastNegativeV2, Watermark, Text, censored, deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers",
31    "samples": 1,
32    "scheduler": "DPM++ 2M Karras",
33    "num_inference_steps": 30,
34    "guidance_scale": 7,
35    "seed": 565481734,
36    "img_width": 896,
37    "img_height": 1152,
38    "base64": False,
39}
40job = client.submit_async("sdxl1.0-yamers-realistic", **payload)
41print(job.request_id)                         # available immediately
42try:
43    result = job.wait(timeout=600, interval=1.0)
44except InferenceTimeout as e:
45    print("still running:", e.request_id)
46except InferenceFailed as e:
47    print("failed:", e.detail)

API Endpoint

POSThttps://api.segmind.com/v1/sdxl1.0-yamers-realistic

Parameters

promptrequired
string

Prompt to render

base64optional
boolean

Base64 encoding of the output image.

Default: false
guidance_scaleoptional
number

Scale for classifier-free guidance

Default: 7Range: 1 - 15
img_heightoptional
integer

Image height can be between 512 and 2048 in multiples of 8

Default: 1024
img_widthoptional
integer

Image width can be between 512 and 2048 in multiples of 8

Default: 1024
negative_promptoptional
string

Prompts to exclude, eg. 'bad anatomy, bad hands, missing fingers'

num_inference_stepsoptional
integer

Number of Inference steps.

Default: 25Range: 20 - 100
samplesoptional
integer

Number of samples to generate.

Default: 1Range: 1 - 4
scheduleroptional
string

Type of scheduler.

Default: "DPM++ 2M Karras"
Allowed values (13 total):
"DDIM""DPM Multi""DPM Single""Euler a""Euler""Heun""DPM++ 2M Karras""DPM2 a Karras""DPM2 Karras""LMS"+3 more
seedoptional
integer

Seed for image generation.

Default: -1Range: -1 - 999999999999999

Response Type

Returns: Text/JSON

Asynchronous requests (v2)

Use Async for video, long-running (>~60s), or high-concurrency workloads; Sync is simplest for fast image & LLM calls. Async submits a request and you poll it to completion.

  1. 1
    POST /v2/sdxl1.0-yamers-realistic

    Submitreturns request_id, status_url, response_url

  2. 2
    GET /v2/requests/{id}/status

    Polluntil COMPLETED or FAILED

  3. 3
    GET /v2/requests/{id}

    Resultfinal response body

Status states

QUEUEDAccepted, waiting for a worker
PROCESSINGRunning on a worker
COMPLETEDDone — result body is ready
FAILEDErrored (incl. content/RAI blocks)
  • A FAILED request is served as HTTP 422 — the body still carries the error detail.
  • An unknown or expired request_id returns HTTP 404.
  • Results are retained for 1 hour, then expire.
  • Content / RAI blocks surface as FAILED, not a separate state.
  • Track completion by polling the status endpoint.

Common Error Codes

The API returns standard HTTP status codes. Detailed error messages are provided in the response body.

400

Bad Request

Invalid parameters or request format

401

Unauthorized

Missing or invalid API key

403

Forbidden

Insufficient permissions

404

Not Found

Model or endpoint not found

406

Insufficient Credits

Not enough credits to process request

429

Rate Limited

Too many requests

500

Server Error

Internal server error

502

Bad Gateway

Service temporarily unavailable

504

Timeout

Request timed out