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replicate_stable_diffusion_sdxl_text_to_image_generation.py

python

This code initializes the Replicate client and runs a model (Stable Diffusion)

19d ago24 linesreplicate.com
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replicate_stable_diffusion_sdxl_text_to_image_generation.py
1import replicate
2
3# The REPLICATE_API_TOKEN environment variable must be set.
4# You can find it at https://replicate.com/account/api-tokens
5
6output = replicate.run(
7    "stability-ai/sdxl:39ed52f2a78e934b3ba6e2a89f5b1c712de71f50d36c651a4a1d020d849276fd",
8    input={
9        "prompt": "An astronaut riding a rainbow unicorn",
10        "width": 768,
11        "height": 768,
12        "refine": "expert_ensemble_refiner",
13        "scheduler": "K_EULER",
14        "num_outputs": 1,
15        "guidance_scale": 7.5,
16        "apply_watermark": False,
17        "high_noise_frac": 0.8,
18        "negative_prompt": ""
19    }
20)
21
22print(output)
23# The output is a list of URLs to the generated images.
24# ['https://replicate.delivery/pbxt/f26017.../out-0.png']