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README.md

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 This repository hosts the trained model weights and sample data for the project [**Demystifying World Models: A Playable Diffusion Model**](https://github.com/nlml/interactive-diffusion).
 
+- **Blog Post**: [A Playable Diffusion Model](https://nlml.github.io/generative-models/interactive-diffusion-1/)
 - **GitHub Repository**: [nlml/interactive-diffusion](https://github.com/nlml/interactive-diffusion)
-- **Blog Post**: [A Playable Diffusion Model](https://github.com/nlml/interactive-diffusion/blob/main/post.md)
 
 ## Contents
 
 - `model.pt`: 145 MB checkpoint (optimizer stripped) of the `CausalSpatiotemporalDiT` trained with context noise augmentation (50,000 steps).
-- `sample_data/`: Sample shard 0 of `CarRacing-v3` gameplay frames, actions, and episode masks to test training or rollout generation out of the box.
+- `sample_data/`: Sample shard 0 (`shard_00000_*`) containing gameplay frames, actions, and valid episode masks collected from `CarRacing-v3`.
 
 ## Quickstart