Update README.md

README.md

@@ -66,28 +66,21 @@ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
 
 ## Trigger words
 
-You should use an icon of trpfrog to trigger the image generation.
+You should use an icon of "trpfrog" to trigger the image generation.
 
-## Download model
-
-Weights for this model are available in Safetensors format.
-
-[Download](Prgckwb/trpfrog-sdxl-lora-3/tree/main) them in the Files & versions tab.
-
-
-
-## Intended uses & limitations
-
-#### How to use
+## How to use
 
 ```python
-# TODO: add an example code snippet for running this diffusion pipeline
-```
+from diffusers import DiffusionPipeline
+import torch
 
-#### Limitations and bias
+base_model_id = 'stabilityai/stable-diffusion-xl-base-1.0'
+lora_model_id = 'Prgckwb/trpfrog-diffusion-sdxl-lora'
 
-[TODO: provide examples of latent issues and potential remediations]
+pipe = DiffusionPipeline.from_pretrained(base_model_id, torch_dtype=torch.float16)
+pipe = pipe.to("cuda")
+pipe.load_lora_weights(lora_model_id)
 
-## Training details
-
-[TODO: describe the data used to train the model]
+image = pipe("trpfrog", num_inference_steps=25).images[0]
+image.save('trpfrog.png')
+```