amildravid4292/reason-math-correctness

Correctness as a causal weight-space direction — MATH Artifacts for the experiment: is "being correct" a single, causal direction in a language model's weights? We train 12,976 rank-1 LoRA adapters on correct vs. wrong solutions to MATH problems with Qwen/Qwen3-4B-Base, extract a direction from them, and show that steering the model's weights along it causally controls accuracy on held-out MATH-500 — ablation collapses accuracy 62%→5%, amplification lifts it to 77%, and a… See the full description on the dataset page: https://huggingface.co/datasets/amildravid4292/reason-math-correctness.

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