Update README.md

README.md

@@ -1,21 +1,41 @@
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-# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
-# Doc / guide: https://huggingface.co/docs/hub/model-cards
-{}
----
-
 # LoRA model of the Genshin Characters
 ## Data source: 
 Manually captured 64 characters at different angles in the character directory of the Genshin game, 20 pictures for each character.
 
-## Training code: 
-[lora-scripts](https://github.com/Akegarasu/lora-scripts).
+## Train: 
+Training code: [lora-scripts](https://github.com/Akegarasu/lora-scripts).
 
-## Usage:
+Batch training code: [batch_train_loras](https://github.com/RobertLau666/batch_train_loras).
 
-prompt: 1[Gender], solo, [EN_Name], [Arbitrary scene description], For example, "1girl, solo, Nahida, on the playground".
+## Usage:
+prompt: 
+```txt
+1[Gender], solo, [EN_Name], [Arbitrary scene description]
+```
+For example:
+```txt
+"1girl, solo, Nahida, on the playground
+```
 
 Negative prompt (You can choose the following three ways):
+```txt
 1. \
 2. (((NSFW))),poorly drawn, anatomical nonsense, bad anatomy, bad feet, bad hands, bad proportions, quality
 3. (worst quality, low quality:1.4), (monochrome:1.1), turn pale, text, watermark
+```
+
+```python
+from diffusers import StableDiffusionPipeline
+import torch
+
+model_id = "ckpt/anything-v3.0"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+
+lora_file = "Nahida.safetensors"
+pipe.load_lora_weights(lora_file)
+pipe = pipe.to("cuda")
+
+prompt = "1girl, Nahida, solo, on the playground"
+image = pipe(prompt).images[0]
+image.save("./hatsune_miku.png")
+```