Once trained (perhaps for 24 hours on 8x A100s for a 124M parameter model), you need to generate text. Your PDF should cover:
This article distills the lifecycle of building an LLM from scratch, mapping out the journey from raw data to a functioning chat assistant. build a large language model from scratch pdf
out = att_weights @ V out = out.transpose(1, 2).contiguous().view(B, T, C) return self.w_o(out) Once trained (perhaps for 24 hours on 8x