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README.md

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## What's New
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- **June 2025**: Overhaul, expand and restructure [documenation](https://eir.readthedocs.io/en/stable/index.html)
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- **April 2025**: More scaling related tutorials
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- [Scaling Diffusion: Image Generation from Text](https://eir.readthedocs.io/en/stable/tutorials/i_scaling/03_diffusion.html) - Exploring artistic styles from historical collections
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- [Supervised Fine Tuning of GPT Style Model](https://eir.readthedocs.io/en/stable/tutorials/i_scaling/02_compute_gpt.html#e-supervised-fine-tuning-from-a-pretrained-model) - Fine tuning a pre-trained model for instruction following

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