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step 2: According to the context, the formatting here should be **step 2**. Additionally, it seems that there is a lack of text description for step 1 in this section, as other sections are all labeled with steps 1, 2, 3 in order, clearly indicating the steps.
Chapter 3: Coding Attention Mechanisms
- ch03.ipynb contains all the code as it appears in the chapter
- multihead-attention.ipynb is a minimal notebook with the main data loading pipeline implemented in this chapter