clinchworksacademy

Skill focus

Transformer debugging

Explore Transformer debugging skills through published courses and learning paths at Clinch Works Academy.

  1. Transformers and Attention

    Implement and debug attention, multi-head layout, rotary positions, and transformer blocks using transparent NumPy experiments plus a complete optional PyTorch implementation. Includes causality tests, worked calculations, and an architecture capstone.

    Intermediate20–28 hours including labsArtificial IntelligencePremium access
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