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<title>faeval.git/experiments/vanilla_dfa_early_ckpt.py, branch master</title>
<subtitle>Unnamed repository; edit this file 'description' to name the repository.
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<link rel='alternate' type='text/html' href='https://git.blackhao.com/faeval.git/'/>
<entry>
<title>Add vanilla DFA early-epoch checkpoint training (round 19 disambiguation)</title>
<updated>2026-04-08T06:17:47+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-04-08T06:17:47+00:00</published>
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<id>41ace4c1d99a7a8436e42710135d44b925920850</id>
<content type='text'>
Trains vanilla DFA (no penalty) for max_epoch epochs and saves checkpoints
+ Bs at specified early epochs (default: 1, 2, 3, 4, 5). Logs per-layer
||h_l|| and ||g_l|| at each epoch so we can see when ||g_L|| crosses the
1e-7 floor.

Codex round 19's #3 critical experiment for disambiguating:
  Hypothesis A: deep alignment was always there in vanilla DFA but hidden
                by the post-collapse measurement degeneracy
  Hypothesis B: deep alignment was created by the penalty intervention

Test: measure deep-layer cos at vanilla checkpoints from ep 1-3 (when
||g_L|| should still be in the meaningful regime).

If cos &gt; 0 at ep 1-2 vanilla -&gt; hypothesis A
If cos ~ 0 at ep 1-2 vanilla -&gt; hypothesis B
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<pre>
Trains vanilla DFA (no penalty) for max_epoch epochs and saves checkpoints
+ Bs at specified early epochs (default: 1, 2, 3, 4, 5). Logs per-layer
||h_l|| and ||g_l|| at each epoch so we can see when ||g_L|| crosses the
1e-7 floor.

Codex round 19's #3 critical experiment for disambiguating:
  Hypothesis A: deep alignment was always there in vanilla DFA but hidden
                by the post-collapse measurement degeneracy
  Hypothesis B: deep alignment was created by the penalty intervention

Test: measure deep-layer cos at vanilla checkpoints from ep 1-3 (when
||g_L|| should still be in the meaningful regime).

If cos &gt; 0 at ep 1-2 vanilla -&gt; hypothesis A
If cos ~ 0 at ep 1-2 vanilla -&gt; hypothesis B
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