Update README.md

README.md

@@ -37,7 +37,7 @@ These are basakozsoy/maya_LoRA LoRA adaption weights for stabilityai/stable-diff
 
 The weights were trained  using [DreamBooth](https://dreambooth.github.io/).
 
-LoRA for the text encoder was enabled: False.
+LoRA for the text encoder was enabled: True.
 
 Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
 
@@ -58,7 +58,23 @@ Weights for this model are available in Safetensors format.
 #### How to use
 
 ```python
-# TODO: add an example code snippet for running this diffusion pipeline
+import torch
+from diffusers import DiffusionPipeline, AutoencoderKL
+
+repo_id = 'basakozsoy/maya_LoRA'
+
+vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
+pipe = DiffusionPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    vae=vae,
+    torch_dtype=torch.float16,
+    variant="fp16",
+    use_safetensors=True
+)
+pipe.load_lora_weights(repo_id)
+_ = pipe.to("cuda")
+
+pipe.load_lora_weights(repo_id)
 ```
 
 #### Limitations and bias