Segmind Small-SD Serverless API
Create realistic portrait images using the finetined Segmind Tiny SD model. Segmind Tiny SD (Portrait) Serverless APIs, Segmind offers fastest deployment for Tiny-Stable-Diffusion inferences
1import requests
2import json
3
4url = "https://api.segmind.com/v1/smallsd1.5-txt2img"
5headers = {
6 "x-api-key": "YOUR_API_KEY",
7 "Content-Type": "application/json"
8}
9
10data = {
11 "prompt": "a toy panda standing on a pile of broccoli",
12 "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, render, sketch, cartoon, drawing, anime), text, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, BadDream, UnrealisticDream",
13 "scheduler": "dpmpp_2m",
14 "num_inference_steps": 100,
15 "guidance_scale": 7.5,
16 "samples": 1,
17 "seed": 2313248373,
18 "img_width": 512,
19 "img_height": 512,
20 "base64": false
21}
22
23response = requests.post(url, headers=headers, json=data)
24
25if response.status_code == 200:
26 result = response.json()
27 print(json.dumps(result, indent=2))
28else:
29 print(f"Error: {response.status_code}")
30 print(response.text) 1import requests
2import json
3
4url = "https://api.segmind.com/v1/smallsd1.5-txt2img"
5headers = {
6 "x-api-key": "YOUR_API_KEY",
7 "Content-Type": "application/json"
8}
9
10data = {
11 "prompt": "a toy panda standing on a pile of broccoli",
12 "negative_prompt": "(deformed iris, deformed pupils, semi-realistic, cgi, render, sketch, cartoon, drawing, anime), text, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, BadDream, UnrealisticDream",
13 "scheduler": "dpmpp_2m",
14 "num_inference_steps": 100,
15 "guidance_scale": 7.5,
16 "samples": 1,
17 "seed": 2313248373,
18 "img_width": 512,
19 "img_height": 512,
20 "base64": false
21}
22
23response = requests.post(url, headers=headers, json=data)
24
25if response.status_code == 200:
26 result = response.json()
27 print(json.dumps(result, indent=2))
28else:
29 print(f"Error: {response.status_code}")
30 print(response.text)API Endpoint
https://api.segmind.com/v1/smallsd1.5-txt2imgParameters
promptrequiredstringPrompt to render
base64optionalbooleanBase64 encoding of the output image.
falseguidance_scaleoptionalnumberScale for classifier-free guidance
7.5Range: 0.1 - 25img_heightoptionalintegerHeight of the Image
5125127681024img_widthoptionalintegerWidth of the image.
5125127681024negative_promptoptionalstringPrompts to exclude, eg. 'bad anatomy, bad hands, missing fingers'
num_inference_stepsoptionalintegerNumber of denoising steps.
20Range: 20 - 100samplesoptionalintegerNumber of samples to generate.
1Range: 1 - 4scheduleroptionalstringType of scheduler.
"UniPC""DDIM""DPM Multi""DPM Single""Euler a""Euler""Heun""DPM2 a Karras""DPM2 Karras""LMS""PNDM"+2 moreseedoptionalintegerSeed for image generation.
-1Response Type
Returns: Text/JSON
Common Error Codes
The API returns standard HTTP status codes. Detailed error messages are provided in the response body.
Bad Request
Invalid parameters or request format
Unauthorized
Missing or invalid API key
Forbidden
Insufficient permissions
Not Found
Model or endpoint not found
Insufficient Credits
Not enough credits to process request
Rate Limited
Too many requests
Server Error
Internal server error
Bad Gateway
Service temporarily unavailable
Timeout
Request timed out