Astra reads and writes weights directly to improve Qwen models

dbreunig · hn · 2026-11-03

A new blog post describes Astra, a "weight-space programming" approach that improves Qwen models by directly reading and writing model weights instead of relying on standard fine-tuning or prompting.

The writeup walks through locating parameters in weight space, modifying them, and validating the results — an alternative path to model improvement that bypasses the conventional training pipeline.

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