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Add proxy MSE training support#1

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XIAOEEN wants to merge 1 commit into
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codex/add-mse-proxy
Open

Add proxy MSE training support#1
XIAOEEN wants to merge 1 commit into
mainfrom
codex/add-mse-proxy

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@XIAOEEN

@XIAOEEN XIAOEEN commented Jun 12, 2026

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Summary

  • add a ProxyModule that predicts white-box probability features from encoder hidden states
  • add optional MSE supervision, proxy feature replacement during training, and proxy-only inference
  • document proxy MSE training and evaluation flags in README

Checks

  • PYTHONPYCACHEPREFIX=/Users/yangxiansen/Documents/PhantomHunter_FCS/.codex_work/pycache python3 -m py_compile main.py model.py dataloader.py utils.py scl_loss.py
  • git diff --check

Note: a forward smoke test was not run because the local system Python environment does not have torch installed.

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