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feat(recon): per-sample assignment for MergedStochasticPGDReconLoss (+ 4L 400k arm configs)#980

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claude-spd1 wants to merge 8 commits into
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feat(recon): per-sample assignment for MergedStochasticPGDReconLoss (+ 4L 400k arm configs)#980
claude-spd1 wants to merge 8 commits into
exp/llama8b-comm-leversfrom
bridge/task-recon-per-sample-assign

config(chunks-ab): 4L chunk-count quality sweep — 8/4-chunk refs vs 1…

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