Total runs:
116.9K
Run Growth:
74.0K
Growth Rate:
63.27%
Sponsored by
ZenMux
amd / stable-diffusion-1.5_io32_amdgpu
Model's Last Updated: December 17 2025
text-to-image
Introduction of stable-diffusion-1.5_io32_amdgpu
Model Details of stable-diffusion-1.5_io32_amdgpu
stable-diffusion-1.5 optimized for AMD GPU
Original Model
https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5
_io32/16
_io32: model input is fp32, model will convert the input to fp16, perform ops in fp16 and write the final result in fp32
_io16: model input is fp16, perform ops in fp16 and write the final result in fp16
Running
1. Using Amuse GUI Application
Use Amuse GUI application to run it: https://www.amuse-ai.com/
use _io32 model to run with Amuse application
2. Inference Demo
Use the code below to get started with the model.
With Python using Diffusers OnnxStableDiffusionPipeline
Required Modules
accelerate
numpy==1.26.4 # Due to newer version of numpy changing dtype when multiplying
diffusers
torch
transformers
onnxruntime-directml
Python Script
import onnxruntime as ort
from diffusers import OnnxStableDiffusionPipeline
model_dir = "D:\\Models\\stable-diffusion-v1-5_io32"
batch_size = 1
num_inference_steps = 30
image_size = 512
guidance_scale = 7.5
prompt = "a beautiful cabin in the mountains of Lake Tahoe"
ort.set_default_logger_severity(3)
sess_options = ort.SessionOptions()
sess_options.enable_mem_pattern = False
sess_options.add_free_dimension_override_by_name("unet_sample_batch", batch_size * 2)
sess_options.add_free_dimension_override_by_name("unet_sample_channels", 4)
sess_options.add_free_dimension_override_by_name("unet_sample_height", image_size // 8)
sess_options.add_free_dimension_override_by_name("unet_sample_width", image_size // 8)
sess_options.add_free_dimension_override_by_name("unet_time_batch", batch_size)
sess_options.add_free_dimension_override_by_name("unet_hidden_batch", batch_size * 2)
sess_options.add_free_dimension_override_by_name("unet_hidden_sequence", 77)
pipeline = OnnxStableDiffusionPipeline.from_pretrained(
model_dir, provider="DmlExecutionProvider", sess_options=sess_options
)
result = pipeline(
[prompt] * batch_size,
num_inference_steps=num_inference_steps,
callback=None,
height=image_size,
width=image_size,
guidance_scale=guidance_scale,
generator=None
)
output_path = "output.png"
result.images[0].save(output_path)
print(f"Generated {output_path}")
Inference Results
Runs of amd stable-diffusion-1.5_io32_amdgpu on huggingface.co
31
Total runs
1
24-hour runs
3
3-day runs
0
7-day runs
19
30-day runs
More Information About stable-diffusion-1.5_io32_amdgpu huggingface.co Model
Url of stable-diffusion-1.5_io32_amdgpu
stable-diffusion-1.5_io32_amdgpu huggingface.co Url
Provider of stable-diffusion-1.5_io32_amdgpu huggingface.co
Other API from amd
Updated:April 14 2026
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39.1K
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328
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1.86%
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90.61%
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21.10%
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81.44%
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36.49%
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823
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100.00%
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23.91%
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92.75%
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48
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30.00%
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151
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48
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31.79%
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-406
Growth Rate:
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62
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42.18%
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40
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27.59%
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24
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16.67%
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108
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95.58%
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12
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