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@@ -34,8 +34,14 @@ The below example uses a prompt similar to *lobster swimming in a fjord* to gene
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  This represents a generated Viking warrior on or near a Fjord. The prompt used to generate is **prompt**=*a viking warrior on a fjord*:
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  ![viking_on_fjord.jpeg](https://s3.amazonaws.com/moonup/production/uploads/1673019199954-627cebc6cecd686d4cd7411c.jpeg)
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- ## Usage
 
 
 
 
 
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  ```python
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  from diffusers import StableDiffusionPipeline
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  image = pipeline(prompt='a viking on a fjord').images[0]
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  image
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  ```
 
 
 
 
 
 
 
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  This represents a generated Viking warrior on or near a Fjord. The prompt used to generate is **prompt**=*a viking warrior on a fjord*:
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  ![viking_on_fjord.jpeg](https://s3.amazonaws.com/moonup/production/uploads/1673019199954-627cebc6cecd686d4cd7411c.jpeg)
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+ ### A yellow submarine (inspired by The Beetles)
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+ Here, we see a yellow submarine inspired by the popular Beetles album. The prompt used to generate is **prompt**=a beetles like yellow submarines on a fjord*:
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+ ![Beetles_submarine.jpeg](https://s3.amazonaws.com/moonup/production/uploads/1673019576047-627cebc6cecd686d4cd7411c.jpeg)
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+ ## Generating your own predictions
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+ The following Python code will allow you to get up and running quickly, just replace the *prompt* field for your own generation, wait for HuggingFace to compute and you should have your own Stable Diffusion object generated against a backdrop of the fjords. Idyllic!
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  ```python
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  from diffusers import StableDiffusionPipeline
 
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  image = pipeline(prompt='a viking on a fjord').images[0]
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  image
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  ```
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+ ## Supporting article
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+ I have undertaken a blog to explain this:
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+ - Fjord stable diffusion model: https://hutsons-hacks.info/stable-diffusion-model-for-generating-images-of-fjords