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Project 1: Build a Toy Transformer from Scratch in PyTorch
Learning outcomes
- You built a working decoder-only Transformer from first principles.
- You understand token→embedding→attention→FFN→logits end-to-end.
- You can now iterate: add features, measure effects, and refine.
Learning outcomes
- You built a working decoder-only Transformer from first principles.
- You understand token→embedding→attention→FFN→logits end-to-end.
- You can now iterate: add features, measure effects, and refine.
Learning outcomes
- You built a working decoder-only Transformer from first principles.
- You understand token→embedding→attention→FFN→logits end-to-end.
- You can now iterate: add features, measure effects, and refine.
Learning outcomes
- You built a working decoder-only Transformer from first principles.
- You understand token→embedding→attention→FFN→logits end-to-end.
- You can now iterate: add features, measure effects, and refine.