Describe the task. It can be a feature, documentation, etc.

The different components for the latent diffusion forecast engine are implemented in different issues in the latent diffusion model milestone.

Here, we unify the following PRs to assemble the latent diffusion forecast engine:

• [1219][model] Latent diffusion forecast engine core structure #1248 (diffusion model implementation)
• [1276][model] Implement noise conditioning for the diffusion model #1279 (noise conditioning)
• [1249] Latent diffusion forecast engine target #1284 (integration into trainer)
• TODO: loss calculator

Hedgedoc URL, if you are keeping notes, plots, logs in hedgedoc.

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Area

• datasets, data readers, data preparation and transfer
• model
• science
• infrastructure and engineering
• evaluation, export and visualization
• documentation