aws-neuron / stable-diffusion-xl-base-1-0-1024x1024

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Model's Last Updated: November 07 2023
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Introduction of stable-diffusion-xl-base-1-0-1024x1024

Model Details of stable-diffusion-xl-base-1-0-1024x1024

Neuronx model for stabilityai/stable-diffusion-xl-base-1.0

This repository contains AWS Inferentia2 and neuronx compatible checkpoints for stabilityai/stable-diffusion-xl-base-1.0 . You can find detailed information about the base model on its Model Card .

Usage on Amazon SageMaker

Read more in Deploy Stable Diffusion XL on AWS inferentia2 with Amazon SageMaker

Usage with optimum-neuron
from optimum.neuron import NeuronStableDiffusionXLPipeline

# Load pipeline from Hugging Face repository
pipeline = NeuronStableDiffusionXLPipeline.from_pretrained(model_dir, device_ids=[0, 1])

# prompt for generating images
prompt = "a photo of an astronaut riding a horse on mars"
# generate image
image = stable_diffusion(prompt).images[0]
image.save("generated_image.jpg")

This repository contains branches specific to versions of neuronx. When using with optimum-neuron, use the repo revision specific to the version of neuronx you are using, to load the right serialized checkpoints.

Compilation Arguments

compilation arguments

{
  "auto_cast": "all",
  "auto_cast_type": "bf16"
}

input_shapes

{
  "height": 1024,
  "width": 1024,
  "num_images_per_prompt": 1,
  "batch_size": 1
}

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More Information About stable-diffusion-xl-base-1-0-1024x1024 huggingface.co Model

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stable-diffusion-xl-base-1-0-1024x1024 install

stable-diffusion-xl-base-1-0-1024x1024 is an open source model from GitHub that offers a free installation service, and any user can find stable-diffusion-xl-base-1-0-1024x1024 on GitHub to install. At the same time, huggingface.co provides the effect of stable-diffusion-xl-base-1-0-1024x1024 install, users can directly use stable-diffusion-xl-base-1-0-1024x1024 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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