Create README.md

README.md

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+---
+language: 
+  - en
+thumbnail: "https://staticassetbucket.s3.us-west-1.amazonaws.com/outputv2_grid.png"
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+datasets:
+- lambdalabs/naruto-blip-captions
+---
+
+__Stable Diffusion fine tuned on Naruto by [Lambda Labs](https://lambdalabs.com/).__
+
+Put in a text prompt and generate your own Naruto character, no "prompt engineering" required!
+
+If you want to find out how to train your own Stable Diffusion variants, see this [example](https://github.com/LambdaLabsML/examples/tree/main/stable-diffusion-finetuning) from Lambda Labs.
+
+![pk1.jpg](https://staticassetbucket.s3.us-west-1.amazonaws.com/outputv2_grid.png)
+> "Bill Gates with a hoodie", "John Oliver with Naruto style", "Hello Kitty with Naruto style", "Lebron James with a hat", "Mickael Jackson as a ninja", "Banksy Street art of ninja"
+
+## Usage
+
+```bash
+!pip install diffusers==0.3.0
+!pip install transformers scipy ftfy
+```
+
+```python
+import torch
+from diffusers import StableDiffusionPipeline
+from torch import autocast
+
+pipe = StableDiffusionPipeline.from_pretrained("lambdalabs/sd-naruto-diffusers", torch_dtype=torch.float16)  
+pipe = pipe.to("cuda")
+
+prompt = "Yoda"
+scale = 10
+n_samples = 4
+
+# Sometimes the nsfw checker is confused by the Naruto images, you can disable
+# it at your own risk here
+disable_safety = False
+
+if disable_safety:
+  def null_safety(images, **kwargs):
+      return images, False
+  pipe.safety_checker = null_safety
+
+with autocast("cuda"):
+  images = pipe(n_samples*[prompt], guidance_scale=scale).images
+
+for idx, im in enumerate(images):
+  im.save(f"{idx:06}.png")
+```
+
+## Model description
+
+Trained on [BLIP captioned Pokémon images](https://huggingface.co/datasets/lambdalabs/naruto-blip-captions) using 2xA6000 GPUs on [Lambda GPU Cloud](https://lambdalabs.com/service/gpu-cloud) for around 30,000 step (about 12 hours, at a cost of about $20).
+
+## Links
+
+- [Lambda Diffusers](https://github.com/LambdaLabsML/lambda-diffusers)
+- [Captioned Naruto dataset](https://huggingface.co/datasets/lambdalabs/naruto-blip-captions)
+- [Model weights in Diffusers format](https://huggingface.co/lambdalabs/sd-naruto-diffusers)
+- [Original model weights](https://huggingface.co/justinpinkney/pokemon-stable-diffusion)
+- [Training code](https://github.com/justinpinkney/stable-diffusion)
+
+Trained by Eole Cervenka after the work of [Justin Pinkney](justinpinkney.com) ([@Buntworthy](https://twitter.com/Buntworthy)) at [Lambda Labs](https://lambdalabs.com/).