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Upload audit failure diagnostics, not full token audit: q1p7b-math-opdnative-enttop20-toklog-8g8c-b256-s42-20261021

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audits/math/q1p7b-math-opdnative-enttop20-toklog-8g8c-b256-s42-20261021/diagnostics-step1-60/README.md ADDED
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+ # Audit diagnostics only: q1p7b-math-opdnative-enttop20-toklog-8g8c-b256-s42-20261021
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+
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+ Source: /mnt/tidal-alsh01/usr/zhongmeizhi/liyihang/git-repos/code-runs/entropy_selection/20261021/math_top20/audit/q1p7b-math-opdnative-enttop20-toklog-8g8c-b256-s42-20261021
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+
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+ Recorded steps: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60]
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+
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+ WARNING: Not a full per-token audit. Every step failed before token audit output. Only audit_errors.jsonl and training_cost.jsonl were found. Missing: gap, entropy, logP, absolute logP, vocabulary vectors, response-level records. These records cannot be recovered from this package.
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+
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+ Cause: configured policy_gradient_distillation_signal did not match production policy_gradient_distillation_signal+entropy_token_weighting. Original files are unchanged; no model weights or credentials are included.
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