Upload results/Cell-7_L8-SO_on_Code_diagnostics_19250steps_output.txt with huggingface_hub

results/Cell-7_L8-SO_on_Code_diagnostics_19250steps_output.txt

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+Probe target -> fock_cfc_code_xi5long_topk16_dt32da16_mh4_aniso_dcvt5x8_vtjoint_cgqk_norc_vplive_xilive_sr2_st16250_L8probe_ob_untied_wsd_e5c_plgate_rep0.05_fockreg0.005_g0.1_baoab_cfc_lowrank_lr0p0012_noattn_best.pt  step 18000  PPL 5.26
+GPU free 81.2 / 85.1 GB before probe
+========================================================================
+Fock v2.1 STRUCTURAL HEALTH
+========================================================================
+     layer  active_fra  reg_cos_si  create_ent  create_alp  rev_entrop   rev_scale  qforce_rat  destroy_me
+     0.000       1.000       0.000       0.645       0.728        None       0.000       0.000       0.000
+     1.000       1.000       0.000       0.359       0.841        None       0.000       0.000       0.000
+     2.000       1.000      -0.000       0.086       0.970        None       0.000       0.000       0.000
+     3.000       1.000      -0.000       0.042       0.986        None       0.000       0.000       0.000
+     4.000       1.000      -0.000       0.043       0.977        None       0.000       0.000       0.000
+     5.000       1.000      -0.000       0.039       0.989        None       0.000       0.000       0.000
+     6.000       1.000      -0.000       0.121       0.943        None       0.000       0.000       0.000
+     7.000       1.000       0.000       0.257       0.860        None       0.000       0.000       0.499
+------------------------------------------------------------------------
+summary: {'active_frac': 1.0, 'salience_mean': 0.866, 'salience_std': 0.093, 'reg_cos_sim': -0.0, 'destroy_mean': 0.062, 'qforce_ratio': 0.0, 'rev_scale': 0.0, 'create_alpha_max': 0.912, 'create_entropy': 0.199}
+  * creation attention near-DEGENERATE (entropy=0.20, 3% of max): each register locks to ~1 token -> temperature may have collapsed; raise tau_create floor
+  * reverse channel effectively OFF (|scale|=0.0e+00): the non-conservative force is not being used -> either it has no headroom here, or warmup is still ramping / gate init needs help
+
+========================================================================
+arm                         loss       ppl      dPPL
+full model                1.5864      4.89     +0.00
+  - registers (all)       1.5864      4.89     +0.00