Update README.md

README.md

@@ -3,16 +3,23 @@ license: creativeml-openrail-m
 tags:
 - stable-diffusion
 - stable-diffusion-diffusers
-- text2image
-widget:
-- text: "A high tech solarpunk utopia in the Amazon rainforest"
-  example_title: Amazon rainforest
-- text: "A pikachu fine dining with a view to the Eiffel Tower"
-  example_title: Pikachu in Paris
-- text: "A mecha robot in a favela in expressionist style"
-  example_title: Expressionist robot
-- text: "an insect robot preparing a delicious meal"
-  example_title: Insect robot
-- text: "A small cabin on top of a snowy mountain in the style of Disney, artstation"
-  example_title: Snowy disney cabin
----
+- text-to-image
+inference: true
+
+---
+
+### Diffusers
+```py
+from diffusers import StableDiffusionPipeline
+import torch
+
+model_id = "runwayml/stable-diffusion-v1-5"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16, revision="fp16")
+pipe = pipe.to("cuda")
+
+prompt = "a photo of an astronaut riding a horse on mars"
+image = pipe(prompt).images[0]  
+    
+image.save("astronaut_rides_horse.png")
+```
+For more detailed instructions, use-cases and examples in JAX follow the instructions [here](https://github.com/huggingface/diffusers#text-to-image-generation-with-stable-diffusion)