Add integrated TabM modules and final experiments

[abhipray-chavan]

Summary

• Adds TEAM_MODULE_INVENTORY.md and tabm_integrated/ with official-TabM-style PLR baseline plus RLA, ESAM, MFB, CF-FISD, combined, and optional all-minus variants.
• Adds 16-GPU queue launcher, config generator, aggregation scripts, compact per-run result artifacts, final summary/audit CSVs, and final experiment report.
• Runs required smoke and final 3-seed matrix plus optional all-minus attribution.

Validation

• Verified 16x RTX 4090 visible on Vast host.
• Smoke: 30/30 DONE, no failure block.
• Final matrix: 90/90 DONE, no failure block.
• Optional attribution: 60/60 DONE, no failure block.
• python -m py_compile on integrated runner/generator/aggregator.
• git diff --cached --check passed.
• Safety checks: no staged raw paper/data, checkpoints, .pt/.pth, caches, huge files, logs, or secret-like findings.