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From API to GPU, Week 6 (Part 1): A Model That Predicts, and How Wrong It Is

This story is from 2026-09-05. It is preserved in the archive; the latest stories are on the live feed.

Phase 2 of 8: Enough ML to understand inference. Week 6 of 32, part 1 of 2. Every week so far, the model already existed. I ran Phi-4, read Qwen's files, and measured tensors, but I never made a model learn anything. This week I build one from scratch and train it. That is a lot for one sitting, so…

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Timeline · 2 reports

  1. 2026-09-05 19:11 · DEV Community — Machine Learning
    From API to GPU, Week 6 (Part 2): Watching a Neural Network Learn
  2. 2026-09-05 19:11 · DEV Community — Machine Learning
    From API to GPU, Week 6 (Part 1): A Model That Predicts, and How Wrong It Is

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