Update README.md

README.md

@@ -11,50 +11,89 @@ tags:
 - template:sd-lora
 base_model: stabilityai/stable-diffusion-3-medium-diffusers
 instance_prompt: panda drinking matcha, yarn art style
-widget: []
+widget:
+- text: birth of venus, Yarn art style
+  parameters:
+    negative_prompt: illustration, 2d, painting, digital
+  output:
+    url: >-
+      image (131).png
+- text: a yarn art style version of Mona Lisa
+  parameters:
+    negative_prompt: illustration, 2d, painting, digital
+  output:
+    url: >-
+      image (132).png
+- text: a yarn art style yoda
+  parameters:
+    negative_prompt: realistic, illustration, 2d, bad quality, blurry, bad anatomy
+  output:
+    url: >-
+      image (133).png
+- text: starry night, Yarn art style
+  parameters:
+    negative_prompt: illustration, 2d, bad quality, blurry
+  output:
+    url: >-
+      image (134).png
+- text: the beatles, yarn art style
+  parameters:
+    negative_prompt: illustration, 2d, bad quality, blurry, bad anatomy
+  output:
+    url: >-
+      image (135).png
+- text: a yarn art style version of the scream by Munch
+  parameters:
+    negative_prompt: illustration, 2d, bad quality
+  output:
+    url: >-
+      image (136).png
 ---
 
 <!-- This model card has been generated automatically according to the information the training script had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
 
-# SD3 DreamBooth LoRA - linoyts/yarn_art_sd3_lora_1200_te_batch_3
+# SD3 DreamBooth LoRA - linoyts/Yarn_art_SD3_LoRA
 
 <Gallery />
 
 ## Model description
 
-These are linoyts/yarn_art_sd3_lora_1200_te_batch_3 DreamBooth weights for stabilityai/stable-diffusion-3-medium-diffusers.
+These are linoyts/Yarn_art_SD3_LoRA DreamBooth weights for stabilityai/stable-diffusion-3-medium-diffusers.
 
-The weights were trained  using [DreamBooth](https://dreambooth.github.io/).
+The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).
 
-LoRA for the text encoder was enabled: True.
+Was LoRA for the text encoder enabled? True.
 
 ## Trigger words
 
-You should use panda drinking matcha, yarn art style to trigger the image generation.
+You should use yarn art style to trigger the image generation.
 
-## Download model
-
-[Download](linoyts/yarn_art_sd3_lora_1200_te_batch_3/tree/main) them in the Files & versions tab.
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
 
-## License
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-3-medium-diffusers', torch_dtype=torch.float16).to('cuda')
+pipeline.load_lora_weights('linoyts/Yarn_art_SD3_LoRA', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('darth vader, yarn art style').images[0]
+```
 
-Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE).
+### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
 
+- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/{repo_id}/blob/main/diffusers_lora_weights.safetensors)**.
+    - Rename it and place it on your `models/Lora` folder.
+    - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
 
-## Intended uses & limitations
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
 
-#### How to use
 
-```python
-# TODO: add an example code snippet for running this diffusion pipeline
-```
+## Download model
 
-#### Limitations and bias
+[Download the *.safetensors LoRA]({repo_id}/tree/main) in the Files & versions tab.
 
-[TODO: provide examples of latent issues and potential remediations]
+## License
 
-## Training details
+Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE).
 
-[TODO: describe the data used to train the model]