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AMNL Training Pipeline

Fixed 0.5/0.5 task weighting + failure-biased MSE, with the optimizer, scheduler, and EMA tricks that hold it together.

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What you'll unlock:

  • 1. The Fixed 0.5/0.5 Combined Loss
  • 2. Optimizer & Scheduler (AdamW + Warmup + Plateau)
  • 3. Gradient Clipping and Weight EMA
  • 4. Per-Dataset Dropout Tuning (Legacy-Pipeline Note)
  • 5. Full Training Script Walkthrough
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