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path: root/src/loss_reweight.py
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4 daysAddress Luna repo review: dynamic repo root (no hardcoded cwd), J-lens ↵Void Agent
correctness test (last-layer identity), auditable fact-check, mechanism narrative fix, softened conditional-predictability claim, README data-prep + artifacts note
4 daysDocument n_pairs denominator (exact count) and ctrl_random gradient-mass ↵Void Agent
caveat (comment-only)
4 daysloss_reweight: pass Y to forward for full logits (Karpathy nanoGPT returns ↵Void Agent
last-position logits when targets=None); regression test
4 daysloss_reweight: CPU generators for randint/randperm (CUDA generators ↵Void Agent
unsupported on torch 2.4); cuda-path verified
4 daysAdd causal experiments: synthetic frequency-matched pair (Gemini design) + ↵Void Agent
loss-reweighting (Codex design); jlens_v3 output_dir + last-layer device fix