A GPT-style Transformer built entirely from scratch with NumPy, featuring manual forward/backward propagation through attention, LayerNorm, softmax, residuals, GELU, and cross-entropy. Includes Adam, gradient checking, visualization, and autoregressive text generation—without autograd or deep-learning frameworks.
☆36Sep 17, 2026Updated last month
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