phase7 executed: register leaderboard, bootstrap CIs, temp refit, head-to-head harness + results in key artifacts

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phase7: fix label handling - per-record labels are strings, map to DEC indices

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phase7: fix numpy array truth-value assert in alignment checks

phase7: post-process script (paired bootstrap, kev prob sanity, gate curves, leaderboard)

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phase7 harness r6: clean upsert_upload (per-record upload path computed directly)

phase7 harness r5: incremental per-arm upsert uploads (timeout-resilient), merge keyed by arm

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phase7 harness r4: merge_upload local_name arg; kev-mode kev.suite import before budget rebind (sandbox-smoke validated)

phase7 harness r3: pre-import kev.suite before MiniCPM shim (training_context def-time default), tolerant uploads for CPU smoke

phase7 GPU head-to-head harness r2 (clean): minicpm/kev modes, per-record probs, temp re-audit

phase7 GPU head-to-head harness (two modes: minicpm shim / kev arms), per-record probs saved

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phase7 P0 r4: fix manifest json.dump typo

phase7 P0 r3: pin train_3a fetch to lineage repo URL matching the sha recorded in eval_v1v2.json

phase7 P0 script r2: fix boot_cis CI assembly

phase7: P0 bootstrap CIs from confusion matrices + suite manifests (CPU-only)

Update phase7 key-artifacts row: plan r2 (Jev API deferred, local kev tiers + optional Laya)

phase7 plan r2: Jev API unavailable — B3 reworked to local kev-0.6b/kev-4b + Laya option, Jev head-to-head deferred

Register phase7 benchmark plan in key artifacts

phase7: kev/jev-referenced benchmark plan for sharky-0.5B

vision check 2 06_old_space_redirect2.png

vision check 2 04_sharky_api_tab.png

vision check 2 03_sharky_preset_result.png

vision check 2 02_sharky_try_tab.png

second vision pass: role-based tab clicks, banner check, remaining screenshots

vision check 06_old_space_redirect.png

vision check 05_sharky_mobile.png

vision check 01_sharky_analyze_top.png

screenshot script for vision check of new sharky space

sharky: question-battery under-the-hood screenshots

sharky: question-battery under-the-hood screenshots

verify questions UI live v2: preset run card

verify questions-battery UI live

validate questions-battery UI patch on CPU

sharky ui: expose question battery + conditions under the hood