I trained my own transformer model from the ground up — no HuggingFace, no shortcuts. Here's the full breakdown: multi-head attention, positional encoding, training loops, and the mistakes that actually taught me how these things work. Why Build from Scratch?
Source: [Dev.to](https://dev.to/sparshsharmadev/building-a-transformer-from-scratch-in-pytorch-j43)