RSSAmplifier

pocoo · Jul 25, 2026

We trained a ternary LLM from scratch and asked it its own name. It doesn't have one.

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RivaQuant: a 162M-param BitNet b1.58 ternary transformer, trained from scratch on TinyStories on a rented RTX 3090. Two real bugs, both caught by an automated cost-safety watcher mid-training and fixed live. Then we asked it to name itself, and it turns out that question doesn't have an answer for a model like this — here's why, and what actually came out.

Read on pocoo.vaked.dev

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