Author(s): malrsapps Originally published on Towards AI. Training GPT-2 From Scratch on a GTX1050This project started with curiosity rather than a clear pla ...
GPT-2 addestrato from scratch su GTX1050 (4GB) con Wikipedia Turkish rivela: bottleneck è il workflow engineering, non l'architettura. Foundation model training su GPU consumer è fattibile; utile per tech team con budget hardware limitato.
Author(s): malrsapps
Originally published on Towards AI.
This project started with curiosity rather than a clear plan.
I wanted to understand how language models were actually trained and whether it was possible to build and train one myself on local hardware.
At first, I considered building a small coding assistant. Later, I shifted toward a Turkish tax-focused model. Along the way, I found myself digging into datasets, tokenizers, training loops, GPU limitations, and model architecture.
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