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| "decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c2-s144" |
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| "decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c3-s144" |
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| "decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c4-s143", |
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| "qwen25_3b-gsm8k-shape1024-n4-steps5-c4" |
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| "case_id": "qwen25_3b-math-shape1024-n4-steps5", |
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| "dataset": "math", |
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| "candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c2", |
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| "decision-qwen25_3b-math-shape1024-n4-steps5-c2-s144" |
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| { |
| "candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c3", |
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| "candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c4", |
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| "configuration_id": "cfg-55811d23c5144bb7", |
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| "qwen25_3b-math-shape1024-n4-steps5-c3", |
| "qwen25_3b-math-shape1024-n4-steps5-c2", |
| "qwen25_3b-math-shape1024-n4-steps5-c4" |
| ] |
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| { |
| "case_id": "phi4_mini-gsm8k-shape1024-n4-steps5", |
| "model_family": "phi4_mini", |
| "dataset": "gsm8k", |
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| { |
| "candidate_id": "phi4_mini-gsm8k-shape1024-n4-steps5-c2", |
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| "decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s141" |
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| "decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s142", |
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| "decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s144" |
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| "candidate_id": "phi4_mini-gsm8k-shape1024-n4-steps5-c3", |
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| "phi4_mini-gsm8k-shape1024-n4-steps5-c2" |
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| "dataset": "math", |
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| "decision-phi4_mini-math-shape1024-n4-steps5-c4-s142", |
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| "phi4_mini-math-shape1024-n4-steps5-c4" |
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| 3 |
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| "rules": [ |
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| "headroom_guard", |
| "direct_screen" |
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| "decision_rule": "Copy approves within-margin donor labels. Guard additionally requires donor maximum <=36864MiB. Direct starts abstaining. All use the same frozen query order. A charged designated screen replaces the prior: within-margin =>approve; above-margin or diagnosed memory failure =>reject; unresolved =>abstain. Only designated screens are queryable. If a designated screen never started, report unavailable, abstain, charge zero actual attempts and stop acquisition for that replay.", |
| "target_truth": "Only the three evaluation seeds form the repeated label. All must have eligible outcomes. Any missing/unresolved evaluation seed leaves the label unresolved, with known memory failures separately recorded.", |
| "cost_scope": "Charge every requested screen invocation before revelation, including failed setup or unresolved outcomes and any permitted replacement. Donor attempts are separate sunk cost in existing-donor use, added in cold-start reporting. Hidden evaluation collection is research cost, never policy information. Attempts are not equal GPU-time units.", |
| "interpretation": "Prospectively specified offline replay on four changed configured cases in known model/task families, not an online deployment trial. Changes include caps, rollout count, duration and final operations. Do not infer an isolated factor effect, unseen-model generalization, population safety, throughput optimality or cold-start superiority over an equally funded broader direct-testing action space.", |
| "missing_outcomes": "Retain every candidate; report unresolved approvals and known failures. Report recall/error bounds over admissible unknown truth states. Never silently drop incomplete or unfavorable cases.", |
| "failure_policy": "No retries for diagnosed memory failures or unresolved runtime failures. At most one unchanged replacement per slot, at most eight in total, only for documented missing dependency/data, incorrect GPU visibility, port binding collision, or corrupted artifact writing. The decision to repair is recorded before replacement and every attempt is charged. No automatic retry. Queued-but-unstarted work is not an invocation.", |
| "stopping_rule": "48 planned processes plus at most 8 predefined setup repairs; no outcome-driven panel extension.", |
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| "query_order_seed": 20260915, |
| "instrumentation": "100ms external sampling, host markers, full allocator logging", |
| "data_selection": "Full existing training split after model-specific prompt filtering, fixed order, incomplete final batches dropped. Five global batches; global prompt batches32/64 and maxseq64/128 for GSM8K/MATH. Donor examples may overlap. Validation uses the first32/64 eligible test examples. No initial validation; validation/checkpoint at final step5.", |
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