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Document verified results and rename ExitFlow#1

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Roger-Zhou0 merged 1 commit into
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agent/document-results-and-rename
Jul 10, 2026
Merged

Document verified results and rename ExitFlow#1
Roger-Zhou0 merged 1 commit into
mainfrom
agent/document-results-and-rename

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Summary

  • renames the project presentation from EE-LLM to ExitFlow and documents its relationship to the ICML 2024 EE-LLM work
  • publishes the recoverable MMLU accuracy, latency, exit-depth distribution, run configuration, and calibrated gates
  • explicitly withdraws the unsupported 25% latency/no-loss claim and defines the required full-depth baseline
  • identifies NERSC Perlmutter as the environment supported by recovered metadata and clarifies the Rutgers WINLAB provenance
  • replaces the placeholder clone command with the canonical repository URL

Why

The public documentation must agree with the surviving experimental evidence and distinguish measured results from original project targets. This makes the repository defensible under technical review and avoids ambiguity about hardware, prior work, and the consolidated public history.

Validation

  • pytest -q — 7 passed
  • Python compile check passed
  • git diff --check passed

Historical experiment outputs were recovered locally and remain ignored; no credentials, raw logs, datasets, or checkpoints are included in this PR.

@Roger-Zhou0
Roger-Zhou0 marked this pull request as ready for review July 10, 2026 20:36
@Roger-Zhou0
Roger-Zhou0 merged commit 5590f7e into main Jul 10, 2026
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@Roger-Zhou0
Roger-Zhou0 deleted the agent/document-results-and-rename branch July 10, 2026 20:36
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