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Tiny Shakespeare

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07:05
2026-09-21
dev.to
large-language-models

Building and Training LLM from scratch (No GPU)

A developer built a ~10.6 million parameter decoder-only Transformer from scratch in PyTorch and trained it end-to-end on the Tiny Shakespeare dataset using only the free tier of Google Colab's T4 GPU…

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Google Colab 1 PyTorch 1 Hugging Face 1 GPT 1 LLaMA 1 Mistral 1 GitHub 1
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large language models 1 natural language processing 1 ai research 1 neural networks 1 generative ai 1