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Update README.md

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@@ -15,6 +15,16 @@ image = pipe(prompt, width=256, height=256).images[0]
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  image.save('test.jpg')
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  ```
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  ## License
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  This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:
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  image.save('test.jpg')
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  ```
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+ ## Training details
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+
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+ Fine tuned from the stable-diffusion 1.4 checkpoint as follows:
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+
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+ - 22,000 steps fine-tuning only the attention layers of the unet, learn rate=1e-5, batch size=256
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+ - 66,000 steps training the full unet, learn rate=5e-5, batch size=552
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+
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+ - GPUs provided by [Lambda GPU Cloud](https://lambdalabs.com/service/gpu-cloud)
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+ - Trained on [LAION Improved Aesthetics 6plus](https://huggingface.co/datasets/ChristophSchuhmann/improved_aesthetics_6plus).
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+
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  ## License
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  This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:
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