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I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

Every LLM-powered app I'd built up to this point followed the same recipe (pun intended): call an API, write a good prompt, wrap it in a nice UI. That…

machinelearningpytorchllmpython
Dev.to Jul 25, 2026, 18:42 UTC
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QAT vs PTQ on our edge vision model: 6 months of A/B data

TL;DR: We ran post-training quantisation (PTQ) and quantisation-aware training (QAT) side by side on the same defect-classification model deployed on …

machinelearningcomputervisionmlopspytorch
Dev.to May 28, 2026, 07:21 UTC

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