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Typeset the existing component evidence as an eight-page standalone draft and retain matched speed tables, quality uncertainty and original failures. Freeze standard-backend acceptance, reward-correct scaling and trained loop-native compute policy as the next empirical priorities. Signed-off-by: 0z5a <dezhen.lu@student.uni-tuebingen.de>
Distinguish GSM8K development accuracy from the pending held-out reward evaluation, and label epoch2 H20 records separately from the newly registered device. Refresh the compiled source snapshot, reviewed PDF and immutable artifact hashes. Signed-off-by: 0z5a <dezhen.lu@student.uni-tuebingen.de>
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Existing component results are spread across separate reports and do not yet form a coherent manuscript. Add the initial ScaleRLT paper, its standalone LaTeX source, portable eight-page PDF, Markdown result tables and immutable raw audit anchors. Keep inference depth changes, tiny CPU updates and actual CUDA optimizer checks in their measured scopes.
Negative controls, BF16 failures and IQuest strict-update failures remain visible. The next empirical priority is RFC465 standard RolloutManager acceptance, actual reward-correct 1/2/4/8-GPU scaling, and a trained loop-native compute policy using merged PR454.
Validation: native standalone LaTeX compilation succeeds; all eight PDF pages are rasterized and visually reviewed. Source/PDF hashes, 17 numeric/scope assertions, title/0z5a metadata, text bounds, Markdown links and diff whitespace checks pass. The repeated epoch2 tiny MCore archive, full C32 cost archive and six-arm GSM8K development archive retain their independent audit/handback records. No model weight bodies are added.
Stacked on draft #35 (
ops/scalerlt-current-state-preflightat 64394ae). Only this manuscript/evidence increment is included; no upstream branch is changed.