refresh 2026-08-26T20:49:22Z (48 files)

README.md

@@ -56,8 +56,8 @@ configs:
    all 20 matched checkpoints, the endpoint-scaled benchmark mean rises +0.219
    (18/20 positive, Wilcoxon p = 9.5e-06) (§6 T0).
 
-**Coverage: mechanism 20/20 matched pairs, property panel 10/20.** Regenerated
-2026-08-26 20:33 UTC.
+**Coverage: mechanism 20/20 matched pairs, property panel 12/20.** Regenerated
+2026-08-26 20:49 UTC.
 <!-- AIM-HEADLINE:END -->
 Published at
 [`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging),
@@ -465,12 +465,12 @@ Per benchmark, paired across the 20 matched pairs:
 
 | operator           |   n_metrics |   n_moved_q<0.05 |   mean_|diff| (SD units) | largest movers                                                                                     |
 |:-------------------|------------:|-----------------:|-------------------------:|:---------------------------------------------------------------------------------------------------|
-| ALL                |          49 |               22 |                   0.4574 | beh_logit_cosine (+1.01), geo_rowwise_cosine_mean (+0.90), geo_procrustes_mean (-0.84)             |
-| DARETaskArithmetic |          49 |                0 |                   0.5957 | beh_logit_cosine (+1.21), geo_rowwise_cosine_mean (+1.16), ret_procrustes_p_at_5 (+1.13)           |
-| DARETies           |          49 |                0 |                   0.548  | beh_logit_cosine (+1.16), subspace_overlap (-1.14), geo_rowwise_cosine_mean (+1.10)                |
-| TaskArithmetic     |          49 |                0 |                   0.549  | subspace_overlap (+1.19), beh_logit_cosine (+1.15), geo_rowwise_cosine_mean (+1.07)                |
-| Ties               |          49 |                0 |                   0.4217 | ret_procrustes_p_at_5 (-1.13), geo_svcca_peak_depth (-0.96), beh_logit_cosine (+0.87)              |
-| WIDEN              |          49 |                0 |                   0.4488 | geo_subspace_overlap_peak_depth (+2.24), ret_procrustes_p_at_5 (+1.13), geo_cka_peak_depth (+0.75) |
+| ALL                |          49 |               24 |                   0.3538 | geo_cka_late_minus_early (+0.71), ret_procrustes_p_at_5 (+0.63), geo_cka_mean (+0.62)              |
+| DARETaskArithmetic |          49 |                0 |                   0.3931 | ret_procrustes_p_at_5 (+0.94), geo_cka_late_minus_early (+0.88), cka_to_base (+0.83)               |
+| DARETies           |          49 |                0 |                   0.3676 | subspace_overlap (-1.11), geo_cka_late_minus_early (+0.94), cka_to_base (+0.89)                    |
+| TaskArithmetic     |          49 |                0 |                   0.5576 | geo_procrustes_peak_depth (+1.63), subspace_overlap (+1.32), ret_procrustes_p_at_5 (+1.25)         |
+| Ties               |          49 |                0 |                   0.2941 | geo_svcca_peak_depth (-0.72), subspace_overlap (+0.65), geo_cka_late_minus_early (+0.64)           |
+| WIDEN              |          49 |                0 |                   0.3402 | geo_subspace_overlap_peak_depth (+2.45), ret_procrustes_p_at_5 (+0.94), geo_cka_peak_depth (+0.77) |
 
 
 Full table: `results/aim/tables/T2_per_operator.csv` (294 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
@@ -478,16 +478,16 @@ Full table: `results/aim/tables/T2_per_operator.csv` (294 rows: every metric x e
 
 ### T3 — Does it differ by which domains were merged?
 
-| combo                       |   n_metrics |   n_moved_q<0.05 |   mean_|diff| (SD units) | largest movers                                                                                            |
-|:----------------------------|------------:|-----------------:|-------------------------:|:----------------------------------------------------------------------------------------------------------|
-| ALL                         |          49 |               22 |                   0.4574 | beh_logit_cosine (+1.01), geo_rowwise_cosine_mean (+0.90), geo_procrustes_mean (-0.84)                    |
-| Code-Instruction_Tuned      |          49 |                0 |                   0.6152 | beh_logit_cosine (+1.42), geo_svcca_peak_depth (-1.35), geo_procrustes_mean (-1.32)                       |
-| Code-Math                   |          49 |                0 |                   0.3365 | geo_cka_late_minus_early (+0.80), geo_subspace_overlap_late_minus_early (+0.64), subspace_overlap (-0.62) |
-| Code-Math-Instruction_Tuned |           5 |                0 |                   0.4938 | cka_to_base (+0.93), act_deviation_from_base (-0.65), beh_kl_to_base (-0.34)                              |
-| Math-Instruction_Tuned      |           5 |                0 |                   0.4332 | cka_to_base (+0.63), act_deviation_from_base (-0.59), beh_kl_to_base (-0.38)                              |
+| combo                       |   n_metrics |   n_moved_q<0.05 |   mean_|diff| (SD units) | largest movers                                                                                      |
+|:----------------------------|------------:|-----------------:|-------------------------:|:----------------------------------------------------------------------------------------------------|
+| ALL                         |          49 |               24 |                   0.3538 | geo_cka_late_minus_early (+0.71), ret_procrustes_p_at_5 (+0.63), geo_cka_mean (+0.62)               |
+| Code-Instruction_Tuned      |          49 |                0 |                   0.4049 | geo_svcca_peak_depth (-1.01), geo_subspace_overlap_peak_depth (+0.98), grad_l2 (-0.92)              |
+| Code-Math                   |          49 |                0 |                   0.2251 | geo_cka_late_minus_early (+0.75), subspace_overlap (-0.61), geo_procrustes_late_minus_early (-0.58) |
+| Code-Math-Instruction_Tuned |           5 |                0 |                   0.4938 | cka_to_base (+0.93), act_deviation_from_base (-0.65), beh_kl_to_base (-0.34)                        |
+| Math-Instruction_Tuned      |          49 |                0 |                   0.657  | ret_procrustes_p_at_5 (+2.82), geo_procrustes_peak_depth (+2.45), subspace_overlap (+1.77)          |
 
 
-Full table: `results/aim/tables/T3_per_combo.csv` (157 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
+Full table: `results/aim/tables/T3_per_combo.csv` (201 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
 
 
 ### T1 — Paired per-checkpoint table
@@ -539,17 +539,17 @@ One row per (operator, task combination, property): the with-AIM value, its base
 
 ### T5 — Coverage and provenance
 
-**Mechanism (§3.2): 20/20 matched pairs. Property panel (§3.3): 10/20.** Published benchmark scores cover 20/20 — they were transcribed, not measured. A pair with `panel_status = not-run` was not reached before the panel phase's wall-clock deadline; its mechanism result is unaffected.
+**Mechanism (§3.2): 20/20 matched pairs. Property panel (§3.3): 12/20.** Published benchmark scores cover 20/20 — they were transcribed, not measured. A pair with `panel_status = not-run` was not reached before the panel phase's wall-clock deadline; its mechanism result is unaffected.
 
 | operator_label   | combo                       | mech_status   | panel_status   | weight_mechanism   | activation_mechanism   | property_panel_both_arms   | published_benchmarks   |
 |:-----------------|:----------------------------|:--------------|:---------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
 | Task Arithmetic  | Code-Math                   | ok            | ok             | True               | True                   | True                       | True                   |
 | Task Arithmetic  | Code-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
-| Task Arithmetic  | Math-Instruction_Tuned      | ok            | not-run        | True               | True                   | False                      | True                   |
+| Task Arithmetic  | Math-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
 | Task Arithmetic  | Code-Math-Instruction_Tuned | ok            | not-run        | True               | True                   | False                      | True                   |
 | TIES             | Code-Math                   | ok            | ok             | True               | True                   | True                       | True                   |
 | TIES             | Code-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
-| TIES             | Math-Instruction_Tuned      | ok            | not-run        | True               | True                   | False                      | True                   |
+| TIES             | Math-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
 | TIES             | Code-Math-Instruction_Tuned | ok            | not-run        | True               | True                   | False                      | True                   |
 | DARE Linear      | Code-Math                   | ok            | ok             | True               | True                   | True                       | True                   |
 | DARE Linear      | Code-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |

results/ledger_s0.json

@@ -52,6 +52,12 @@
   "status": "ok",
   "when": "2026-08-26T19:16:46"
  },
+ "TaskArithmetic__Math-Instruction_Tuned#panel": {
+  "phase": "panel",
+  "secs": 730,
+  "status": "ok",
+  "when": "2026-08-26T20:43:22"
+ },
  "Ties__Code-Instruction_Tuned#mech": {
   "phase": "mech",
   "secs": 167,

results/ledger_s1.json

@@ -69,6 +69,12 @@
   "status": "ok",
   "when": "2026-08-26T19:14:01"
  },
+ "Ties__Math-Instruction_Tuned#panel": {
+  "phase": "panel",
+  "secs": 942,
+  "status": "ok",
+  "when": "2026-08-26T20:47:49"
+ },
  "WIDEN__Code-Instruction_Tuned#mech": {
   "phase": "mech",
   "secs": 158,

results/panel_rows_s0.csv

@@ -9,3 +9,5 @@ Ties,Code-Instruction_Tuned,0,merge,ahn1376/Ties___Code-Instruction_Tuned,0.9908
 Ties,Code-Instruction_Tuned,1,aim,ahn1376/Ties___Code-Instruction_Tuned___AIM,0.994437043185045,-0.03171278367484254,0.10256410256410256,0.9943359702825546,-0.06747227907180786,0.07692307692307693,0.002031270933728485,0.0009189605212416296,1.0,0.8501869520176246,-0.10173176114728211,0.0,0.9917547507987834,0.009274779047876103,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.13641844383929477,0.13654824630321788,0.03203043064034961,0.9736549966037273,159.40689086914062,-0.39658196482903785,0.828125,0.9685361384509176,0.4977484899890585,2308.950668365973,0.4825905483038816,1284.538367939959,2661.756166702006,0.5016402313485742,0.29688629508018494,-0.05502941459417343,0.9978998899459839,0.9981312155723572,-1.0000241994857788
 DARETies,Code-Instruction_Tuned,0,merge,ahn1376/DARETies___Code-Instruction_Tuned,0.9871632072472967,-0.06822599681722752,0.23076923076923078,0.9878482267260551,-0.17028290033340454,0.07692307692307693,0.005372297176835889,0.006136166868679238,1.0,0.780452477658996,-0.15772785924910615,0.0,0.9899210625934604,0.009390444433195921,0.6410256410256411,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.29278919313742635,0.2897060336732199,0.06455298072151155,0.9497221726924181,203.72137451171875,-0.729834252525972,0.76875,0.9450190687691777,0.2581796238579889,2742.027068118904,0.6157833305757509,1639.0650775123047,2661.756166702006,0.33760221318807454,0.27448073867708445,-0.13351266086101532,0.9978998899459839,0.9984163641929626,-1.0000243186950684
 DARETies,Code-Instruction_Tuned,1,aim,ahn1376/DARETies___Code-Instruction_Tuned___AIM,0.991679190233598,-0.050504789956905105,0.1794871794871795,0.991834220290184,-0.10923111438751221,0.07692307692307693,0.003205646080172997,0.0035581574603028576,1.0,0.8123665755871187,-0.13339999257888757,0.0,0.9897037833177315,0.00909282261302291,0.5897435897435898,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.23135599554384947,0.22928283607624836,0.05221270974257153,0.9664135295897722,173.72068786621094,-0.65059804201164,0.8,0.9607639828323882,0.37095224633029417,2507.95713938144,0.5302699989219192,1411.4494396474843,2661.756166702006,0.40061362478882073,0.3127860203385353,-0.11124348640441895,0.9978998899459839,0.998709499835968,-1.0000241994857788
+TaskArithmetic,Math-Instruction_Tuned,0,merge,ahn1376/TaskArithmetic___Math-Instruction_Tuned,0.9776336634108347,-0.08440967276187339,0.1794871794871795,0.9692677542567253,-0.4636717438697815,0.07692307692307693,0.012143835234869334,0.014178619329647923,0.6923076923076923,0.6494239416188204,-0.3049592340184989,0.0,0.9790488861256076,0.036783148865654036,0.6923076923076923,1.0,1.0,1.0,0.15384615384615385,0.46153846153846156,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.7302708239133258,0.8292339458156414,0.1630553862786901,0.8230103049427271,337.8067321777344,-1.7707794406606965,0.6656249999999999,0.8300453503172918,0.1942729323229961,2798.028290939303,0.5721031566150573,1522.7991051098122,2661.756166702006,0.2159325847402215,0.030869126319885254,-0.07198552042245865,0.9976833462715149,0.9979328513145447,-1.0000203847885132
+TaskArithmetic,Math-Instruction_Tuned,1,aim,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,0.9838658845760669,-0.07974076038952371,0.23076923076923078,0.9788303256034852,-0.3135857582092285,0.07692307692307693,0.007887083135782786,0.012866512501912064,1.0,0.6994569519697127,-0.24956223032025027,0.0,0.9858067625531033,0.028097922590905378,0.6410256410256411,1.0,1.0,1.0,0.15384615384615385,0.6153846153846154,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.6341557879698043,0.734583803207018,0.14910630613984666,0.8758293241262436,285.20989990234375,-1.8148530497678115,0.6875,0.8805908478338988,0.2707595171050917,2626.146772559345,0.4869385529078044,1296.1116960072993,2661.756166702006,0.2793668363243341,0.03451924026012421,-0.09341230988502502,0.9976833462715149,0.998788058757782,-1.0000203847885132

results/panel_rows_s1.csv

@@ -9,3 +9,5 @@ DARETaskArithmetic,Code-Instruction_Tuned,0,merge,ahn1376/DARETaskArithmetic___C
 DARETaskArithmetic,Code-Instruction_Tuned,1,aim,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned___AIM,0.9922134472549065,-0.05065218013005757,0.1794871794871795,0.9919844552874565,-0.10879862308502197,0.07692307692307693,0.002938378236470196,0.003171179303333882,1.0,0.8113979800445275,-0.1334621400987972,0.0,0.9894995140503415,0.00799013771295809,0.5897435897435898,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.2416892415251003,0.23931791938447813,0.054332467441529114,0.965323643758893,175.2053680419922,-0.6829290594966402,0.8156249999999999,0.9604065320948896,0.40021958404719166,2459.6106409413756,0.5187709742563426,1380.8418398328274,2661.756166702006,0.40968618229962883,0.3230230864137411,-0.1180667132139206,0.9973636865615845,0.9987392425537109,-1.0000193119049072
 WIDEN,Code-Instruction_Tuned,0,merge,ahn1376/WIDEN___Code-Instruction_Tuned,0.9955128045621062,-0.027757984471398545,0.1794871794871795,0.9954989328980446,-0.05420929193496704,0.07692307692307693,0.0016356476920011103,0.001648807287288001,1.0,0.8715934022430624,-0.08677688711429032,0.0,0.9928719178203307,0.004957352173087237,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.14870842300527948,0.15506088964414255,0.03638314416836782,0.9695816338062286,160.63868713378906,-0.6883155517060842,0.86875,0.9713575201771503,0.5500404751327409,2228.299684673707,0.6081030072149511,1618.6219294444306,2661.756166702006,0.5929005977232009,0.4026488959789276,0.015644745901226997,0.9987210631370544,0.9986802339553833,-1.000012993812561
 WIDEN,Code-Instruction_Tuned,1,aim,ahn1376/WIDEN___Code-Instruction_Tuned___AIM,0.9971709727366609,-0.0200327336894337,0.23076923076923078,0.9967701509594917,-0.037871360778808594,0.07692307692307693,0.0010259643586534612,0.0007004727777825126,1.0,0.8895111280029442,-0.06866541740306198,0.5384615384615384,0.9947875476771191,0.004952884612716035,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.1135898335270605,0.11740560354907711,0.027933503721201243,0.9800026826560497,134.58984375,-0.5723106029008984,0.8843749999999999,0.9796228561850346,0.6092304507955825,2165.251432470076,0.7905883472639839,2104.353408652656,2661.756166702006,0.6551177956163883,0.39933088421821594,0.14486369490623474,0.9987211227416992,0.9986017346382141,-1.0000128746032715
+Ties,Math-Instruction_Tuned,0,merge,ahn1376/Ties___Math-Instruction_Tuned,0.9920343203193085,-0.04965741560542458,0.1794871794871795,0.9925152659416199,-0.09077394008636475,0.07692307692307693,0.0030274364696645352,0.005698911185760491,1.0,0.8445244032825066,-0.13794297854614046,0.0,0.9909353688663032,0.004328205714505762,0.5897435897435898,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.16956236866882213,0.16966908313352996,0.039702798351913426,0.9742508251219988,159.63441467285156,-0.5172650617751464,0.83125,0.9695762882790139,0.43315499462060614,2402.0866803176996,0.47819901481697785,1272.8491765999147,2661.756166702006,0.4478933003731072,0.33795925602316856,-0.13511985540390015,0.9982314109802246,0.9975525736808777,-1.0000187158584595
+Ties,Math-Instruction_Tuned,1,aim,ahn1376/Ties___Math-Instruction_Tuned___AIM,0.9951189482498964,-0.03374547039962139,0.15384615384615385,0.9949956357479095,-0.05809074640274048,0.07692307692307693,0.0017728438475921398,0.00322593792585546,1.0,0.8674336634654282,-0.09877324052005632,0.0,0.9922584479819783,0.0123238650813563,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.6153846153846154,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.13489506441388932,0.13474176712391023,0.03194359684888788,0.9821446109563112,138.29299926757812,-0.4618827182772689,0.84375,0.9781099804479615,0.5199264439254245,2275.2500831356997,0.5514587630316811,1467.8487631814373,2661.756166702006,0.5492556605953723,0.3523816168308258,-0.030316365882754326,0.9982314109802246,0.9985529184341431,-1.0000187158584595

tables/T2_per_operator.csv

@@ -1,138 +1,138 @@
 operator,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
-ALL,beh_entropy_gap,behaviour,-0.7660118626561052,-0.6801243335045817,0.08588752915152367,10,0.5625249043215398,0.6071374131232952,10.0,0.001953125,0.001953125,0.01873224431818182
-ALL,beh_js,behaviour,0.05722532701442854,0.04738577560948444,-0.009839551404944098,10,-0.6749805456561688,-0.6925276058544548,0.0,0.001953125,0.001953125,0.01873224431818182
-ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,8.04901123046875e-05
-ALL,beh_kl_sym,behaviour,0.256538038573327,0.20935668770292554,-0.04718135087040145,10,-0.6771469297843139,-0.7042234966814904,0.0,0.001953125,0.001953125,0.01873224431818182
-ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,8.04901123046875e-05
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 DARETaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 DARETaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
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 DARETaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
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+DARETies,beh_logit_l2,behaviour,183.37351989746094,160.18482208251953,-23.188697814941406,2,-0.4458276533876939,-0.4458276533876939,0.0,,0.5,0.6484848484848484
+DARETies,beh_rank_corr,behaviour,0.9530940484693684,0.9636517563163842,0.010557707847015874,2,0.3145395687451859,0.3145395687451859,2.0,,0.5,0.6484848484848484
+DARETies,beh_topk_overlap,behaviour,0.759375,0.7765625,0.017187500000000022,2,0.3315674782494223,0.3315674782494223,2.0,,0.5,0.6484848484848484
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 DARETies,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-DARETies,grad_norm_ratio,gradient,0.7232037742461457,0.7326436241543532,0.009439849908207565,2,0.05342919859260031,0.05342919859260031,1.0,,1.0,1.0
-DARETies,act_deviation_from_base,other,0.33776009783614425,0.2851606332696974,-0.05259946456644687,4,-0.6378955103633283,-0.6735627974751665,0.0,,0.125,0.5275
-DARETies,cka_to_base,other,0.9640446797013282,0.9774078104645014,0.013363130763173137,4,0.8949613494670974,0.8944943757651928,4.0,,0.125,0.5275
-DARETies,qmd_raw_from_base,other,0.06239976899221724,0.057296373632227476,-0.005103395359989763,4,-0.25078822287745417,-0.2952427263264752,0.0,,0.125,0.5275
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-DARETies,geo_cka_mean,representation,0.9900752718038914,0.9930589057515848,0.0029836339476935203,2,0.962105732834207,0.962105732834207,2.0,,0.5,0.65527950310559
-DARETies,geo_cka_peak_depth,representation,0.2051282051282051,0.1794871794871795,-0.025641025641025605,2,-0.7497534111391502,-0.7497534111391502,0.0,,1.0,1.0
-DARETies,geo_procrustes_late_minus_early,representation,0.009974874945656749,0.00706136291950955,-0.0029135120261472,2,-0.6798626068772269,-0.6798626068772269,0.0,,0.5,0.65527950310559
-DARETies,geo_procrustes_mean,representation,0.0040873190739311,0.0027296602391645997,-0.0013576588347665001,2,-1.0343280577352705,-1.0343280577352705,0.0,,0.5,0.65527950310559
-DARETies,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
-DARETies,geo_rowwise_cosine_late_minus_early,representation,-0.12672820687294,-0.08785003423690795,0.03887817263603206,2,0.8831592075448862,0.8831592075448862,2.0,,0.5,0.65527950310559
-DARETies,geo_rowwise_cosine_mean,representation,0.9892396770417691,0.9921549402177334,0.0029152631759643555,2,1.0955911357977823,1.0955911357977823,2.0,,0.5,0.65527950310559
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+DARETies,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,2,0.0,0.0,0.0,,,
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 DARETies,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-DARETies,geo_subspace_overlap_late_minus_early,representation,-0.1899374123387779,-0.1579906871323846,0.0319467252063933,2,0.6997829851278548,0.6997829851278548,2.0,,0.5,0.65527950310559
-DARETies,geo_subspace_overlap_mean,representation,0.7768774275573592,0.8039422840437958,0.027064856486436584,2,0.6801295015070508,0.6801295015070508,2.0,,0.5,0.65527950310559
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 DARETies,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,2,0.0,0.0,0.0,,,
-DARETies,geo_svcca_late_minus_early,representation,0.00746558612289595,0.007562352700011,9.676657711505006e-05,2,0.05412879084141006,0.05412879084141006,1.0,,1.0,1.0
-DARETies,geo_svcca_mean,representation,0.9894712308520006,0.9897740408861488,0.00030281003414811547,2,0.16950749345431754,0.16950749345431754,1.0,,1.0,1.0
-DARETies,geo_svcca_peak_depth,representation,0.6025641025641026,0.5769230769230769,-0.02564102564102566,2,-0.9615478195314792,-0.9615478195314792,0.0,,1.0,1.0
+DARETies,geo_svcca_late_minus_early,representation,0.00746558612289595,0.007562352700011,9.676657711505006e-05,2,0.012751268592858779,0.012751268592858779,1.0,,1.0,1.0
+DARETies,geo_svcca_mean,representation,0.9894712308520006,0.9897740408861488,0.00030281003414811547,2,0.09882511315773315,0.09882511315773315,1.0,,1.0,1.0
+DARETies,geo_svcca_peak_depth,representation,0.6025641025641026,0.5769230769230769,-0.02564102564102566,2,-0.7243720238229379,-0.7243720238229379,0.0,,1.0,1.0
 DARETies,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 DARETies,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 DARETies,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
@@ -143,142 +143,142 @@ DARETies,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0
 DARETies,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 DARETies,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 DARETies,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
-DARETies,spectral_overcounting,weight space,-1.0000111758708954,-1.000011146068573,2.9802322387695312e-08,2,0.0024356253208102103,0.0024356253208102103,1.0,,1.0,1.0
-DARETies,subspace_overlap,weight space,0.9984670877456665,0.9978830516338348,-0.0005840361118317206,2,-1.1396640963360756,-1.1396640963360756,1.0,,1.0,1.0
+DARETies,spectral_overcounting,weight space,-1.0000111758708954,-1.000011146068573,2.9802322387695312e-08,2,0.0025326004980847578,0.0025326004980847578,1.0,,1.0,1.0
+DARETies,subspace_overlap,weight space,0.9984670877456665,0.9978830516338348,-0.0005840361118317206,2,-1.11406984091269,-1.11406984091269,1.0,,1.0,1.0
 DARETies,weight_cosine,weight space,0.9988537430763245,0.9988537430763245,0.0,2,0.0,0.0,0.0,,,
-TaskArithmetic,beh_entropy_gap,behaviour,-0.8634358444101093,-0.765641778151942,0.09779406625816733,2,0.6405073973898803,0.6405073973898803,2.0,,0.5,0.65527950310559
-TaskArithmetic,beh_js,behaviour,0.0688817976691931,0.0573341275044114,-0.011547670164781698,2,-0.7921552912427814,-0.7921552912427814,0.0,,0.5,0.65527950310559
-TaskArithmetic,beh_js_to_base,behaviour,0.11828941798400094,0.10487814272795715,-0.013411275256043792,4,-0.26965350173172015,-0.2697476036302775,0.0,,0.125,0.5275
-TaskArithmetic,beh_kl_sym,behaviour,0.31251475660701455,0.2559645947665471,-0.056550161840467475,2,-0.811608140984811,-0.811608140984811,0.0,,0.5,0.65527950310559
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-TaskArithmetic,beh_logit_cosine,behaviour,0.9556665364652872,0.9675841359421611,0.01191759947687393,2,1.1482999324379617,1.1482999324379617,2.0,,0.5,0.65527950310559
-TaskArithmetic,beh_logit_kl,behaviour,0.3043018790769526,0.2518367091743927,-0.05246516990255995,2,-0.7804320324873605,-0.7804320324873605,0.0,,0.5,0.65527950310559
-TaskArithmetic,beh_logit_l2,behaviour,182.57470703125,159.2876739501953,-23.287033081054673,2,-0.7819419795738489,-0.7819419795738489,0.0,,0.5,0.65527950310559
-TaskArithmetic,beh_rank_corr,behaviour,0.9534500133852115,0.9639241451747895,0.010474131789578123,2,0.9500082516082251,0.9500082516082251,2.0,,0.5,0.65527950310559
-TaskArithmetic,beh_topk_overlap,behaviour,0.7609375,0.7828125,0.021874999999999978,2,0.5478402587115324,0.5478402587115324,2.0,,0.5,0.65527950310559
-TaskArithmetic,grad_cosine,gradient,0.4329181816039075,0.48158325409955693,0.048665072495649414,2,0.3881146966912997,0.3881146966912997,1.0,,1.0,1.0
-TaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.2525821980088949,0.3214471423998475,0.06886494439095261,2,0.44334922046827285,0.44334922046827285,2.0,,0.5,0.65527950310559
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+TaskArithmetic,beh_js,behaviour,0.10027299387235877,0.08792485371622312,-0.012348140156135631,3,-0.37471059539295953,-0.39093605282825844,0.0,,0.25,0.5752688172043011
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 TaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-TaskArithmetic,grad_norm_ratio,gradient,0.7515297842067148,0.7407122509533937,-0.010817533253321077,2,-0.061226834970249486,-0.061226834970249486,1.0,,1.0,1.0
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-TaskArithmetic,geo_cka_mean,representation,0.9901555683020712,0.99316137364285,0.003005805340778822,2,0.969255143507986,0.969255143507986,2.0,,0.5,0.65527950310559
-TaskArithmetic,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,2,0.0,0.0,0.0,,,
-TaskArithmetic,geo_procrustes_late_minus_early,representation,0.01016419240133575,0.0071320299044059995,-0.0030321624969297505,2,-0.7075494733289527,-0.7075494733289527,0.0,,0.5,0.65527950310559
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-TaskArithmetic,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
-TaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.12557253241538996,-0.0865273773670196,0.03904515504837035,2,0.8869523913535804,0.8869523913535804,2.0,,0.5,0.65527950310559
-TaskArithmetic,geo_rowwise_cosine_mean,representation,0.9894140779972076,0.9922739803791046,0.0028599023818970393,2,1.0747858802891388,1.0747858802891388,2.0,,0.5,0.65527950310559
+TaskArithmetic,grad_norm_ratio,gradient,0.691720908342829,0.6561210182715306,-0.035599890071298344,3,-0.19919654757522046,-0.2551939799407738,1.0,,1.0,1.0
+TaskArithmetic,act_deviation_from_base,other,0.33116828347556293,0.28389220156241207,-0.04727608191315084,4,-0.5733366422745889,-0.622649238772316,0.0,,0.125,0.535
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+TaskArithmetic,qmd_raw_from_base,other,0.05946221190041548,0.05463345322278232,-0.004828758677633161,4,-0.23729217943054587,-0.2824773273777593,0.0,,0.125,0.535
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 TaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-TaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.1847254780435585,-0.15707591906870405,0.027649558974854452,2,0.6056549080348361,0.6056549080348361,2.0,,0.5,0.65527950310559
-TaskArithmetic,geo_subspace_overlap_mean,representation,0.779571067893438,0.8063808686068918,0.026809800713453957,2,0.6737200473936655,0.6737200473936655,2.0,,0.5,0.65527950310559
-TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,2,0.0,0.0,0.0,,,
-TaskArithmetic,geo_svcca_late_minus_early,representation,0.0079250192259209,0.0072763057172502005,-0.0006487135086707006,2,-0.36287403020450887,-0.36287403020450887,0.0,,0.5,0.65527950310559
-TaskArithmetic,geo_svcca_mean,representation,0.9894670429357996,0.9900044176294187,0.0005373746936191415,2,0.30081248006665307,0.30081248006665307,1.0,,1.0,1.0
-TaskArithmetic,geo_svcca_peak_depth,representation,0.6025641025641026,0.5769230769230769,-0.02564102564102566,2,-0.9615478195314792,-0.9615478195314792,0.0,,1.0,1.0
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+TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
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 TaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 TaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 TaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
 TaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 TaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 TaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
-TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5769230769230769,0.5769230769230769,0.0,2,0.0,0.0,1.0,,1.0,1.0
+TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5897435897435898,0.0512820512820513,3,1.25405325750128,1.8810798862519207,2.0,,1.0,1.0
 TaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 TaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 TaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
-TaskArithmetic,spectral_overcounting,weight space,-1.0000111162662506,-1.000011146068573,-2.9802322387695312e-08,2,-0.0024356253208102103,-0.0024356253208102103,0.0,,1.0,1.0
-TaskArithmetic,subspace_overlap,weight space,0.9983634054660797,0.9989723861217499,0.0006089806556702215,2,1.1883398553110822,1.1883398553110822,2.0,,0.5,0.65527950310559
-TaskArithmetic,weight_cosine,weight space,0.9988537430763245,0.9988537430763245,0.0,2,0.0,0.0,0.0,,,
-Ties,beh_entropy_gap,behaviour,-0.5755325783595098,-0.5251429031902635,0.050389675169246306,2,0.3300298365012505,0.3300298365012505,2.0,,0.5,0.65527950310559
-Ties,beh_js,behaviour,0.0444275804652903,0.0369829907161148,-0.007444589749175501,2,-0.5106892625775502,-0.5106892625775502,0.0,,0.5,0.65527950310559
-Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.5275
-Ties,beh_kl_sym,behaviour,0.19508610439844784,0.16020601558201786,-0.03488008881643,2,-0.5005991693100666,-0.5005991693100666,0.0,,0.5,0.65527950310559
-Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.5275
-Ties,beh_logit_cosine,behaviour,0.967162124812603,0.9761480903252958,0.008985965512692817,2,0.8658273514845166,0.8658273514845166,2.0,,0.5,0.65527950310559
-Ties,beh_logit_kl,behaviour,0.19275983544395187,0.15872398213404298,-0.03403585330990885,2,-0.5062915115957289,-0.5062915115957289,0.0,,0.5,0.65527950310559
-Ties,beh_logit_l2,behaviour,160.6681137084961,139.8332061767578,-20.834907531738295,2,-0.6996034566919456,-0.6996034566919456,0.0,,0.5,0.65527950310559
-Ties,beh_rank_corr,behaviour,0.9637928800876747,0.972087161700184,0.008294281612509391,2,0.7522949043744726,0.7522949043744726,2.0,,0.5,0.65527950310559
-Ties,beh_topk_overlap,behaviour,0.796875,0.8125,0.015624999999999944,2,0.3913144705082364,0.3913144705082364,2.0,,0.5,0.65527950310559
-Ties,grad_cosine,gradient,0.4881178073607199,0.5387907780247044,0.05067297066398452,2,0.40412812785715413,0.40412812785715413,2.0,,0.5,0.65527950310559
-Ties,grad_cosine_layer_late_minus_early,gradient,0.3186002448201179,0.32021136581897736,0.0016111209988594333,2,0.010372319984305933,0.010372319984305933,1.0,,1.0,1.0
-Ties,grad_cosine_layer_mean,gradient,0.4975740579888225,0.5476180755533278,0.05004401756450533,2,0.4744014941177618,0.4744014941177618,2.0,,0.5,0.65527950310559
-Ties,grad_cosine_layer_min,gradient,0.03698625415563585,0.0424702651798725,0.005484011024236655,2,0.030090342130143388,0.030090342130143388,1.0,,1.0,1.0
-Ties,grad_l2,gradient,2346.690556593716,2306.3873248693726,-40.30323172434282,2,-0.25492576832919056,-0.25492576832919056,1.0,,1.0,1.0
-Ties,grad_norm_a,gradient,1656.4344036947896,1802.7567307180075,146.32232702321812,2,0.24511665109194564,0.24511665109194564,2.0,,0.5,0.65527950310559
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+TaskArithmetic,subspace_overlap,weight space,0.998219887415568,0.9989109436670939,0.0006910562515258789,3,1.3182145976976578,1.564143369029384,3.0,,0.25,0.5752688172043011
+TaskArithmetic,weight_cosine,weight space,0.9984636108080546,0.9984636108080546,0.0,3,0.0,0.0,0.0,,,
+Ties,beh_entropy_gap,behaviour,-0.5561100728313887,-0.5040561748859319,0.05205389794545671,3,0.1511831702762047,0.1608501687252734,3.0,,0.25,0.5752688172043011
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+Ties,beh_logit_l2,behaviour,160.32354736328125,139.3198038736979,-21.003743489583343,3,-0.40381955671026787,-0.41031166243299805,0.0,,0.25,0.5752688172043011
+Ties,beh_rank_corr,behaviour,0.9657206828181212,0.9740947679494433,0.008374085131322132,3,0.2494841838786086,0.2542392623019622,3.0,,0.25,0.5752688172043011
+Ties,beh_topk_overlap,behaviour,0.8083333333333332,0.8229166666666666,0.014583333333333282,3,0.281329981544963,0.24113998418139687,3.0,,0.25,0.5752688172043011
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 Ties,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
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-Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.5275
-Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.5275
-Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.5275
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-Ties,geo_cka_mean,representation,0.9929472397009258,0.9952025644721565,0.002255324771230638,2,0.7272543917397745,0.7272543917397745,2.0,,0.5,0.65527950310559
-Ties,geo_cka_peak_depth,representation,0.1282051282051282,0.141025641025641,0.012820512820512803,2,0.3748767055695751,0.3748767055695751,1.0,,1.0,1.0
-Ties,geo_procrustes_late_minus_early,representation,0.0052041524831900506,0.0035228788621079,-0.0016812736210821502,2,-0.3923220692568632,-0.3923220692568632,0.0,,0.5,0.65527950310559
-Ties,geo_procrustes_mean,representation,0.0027624662982727,0.0018245821421273502,-0.0009378841561453497,2,-0.7145240562393158,-0.7145240562393158,0.0,,0.5,0.65527950310559
-Ties,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
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 Ties,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-Ties,geo_subspace_overlap_late_minus_early,representation,-0.14539932252167265,-0.1129622352838616,0.03243708723781105,2,0.710524211463949,0.710524211463949,2.0,,0.5,0.65527950310559
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 Ties,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 Ties,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 Ties,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
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 Ties,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
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 WIDEN,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
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 WIDEN,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,2,0.0,0.0,0.0,,,
 WIDEN,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 WIDEN,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
@@ -286,10 +286,10 @@ WIDEN,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
 WIDEN,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 WIDEN,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 WIDEN,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
-WIDEN,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5769230769230769,0.03846153846153849,2,1.1254628677422758,1.1254628677422758,1.0,,1.0,1.0
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 WIDEN,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 WIDEN,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 WIDEN,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
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-WIDEN,weight_cosine,weight space,0.9992643594741821,0.9992643892765045,2.9802322387695312e-08,2,2.992472506568516e-05,2.992472506568516e-05,1.0,,1.0,1.0
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tables/T3_per_combo.csv

@@ -1,137 +1,137 @@
 combo,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
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-ALL,weight_cosine,weight space,0.998877477645874,0.9988774955272675,1.7881393432617187e-08,10,1.7954835039411093e-05,0.0,2.0,,0.5,0.5959595959595959
-Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.5771249001138559,0.6241633874682262,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.7548875392781889,-0.846526685629651,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.7584347212516783,-0.8671939651098023,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,1.420778202819848,1.5733367171251398,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.7861395592102469,-0.9138336033066669,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.9660429289493477,-0.9931664662721492,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,1.2314425094598298,1.3931498184310294,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.6574083104538377,0.6261031528131783,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.7743642806361575,0.8267470397921306,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.03700563104125524,0.11513405411577396,3.0,0.8125,1.0,0.921875
-Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.6080972410257761,0.5897994021423908,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.2732698838615126,0.16445989022666346,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-1.0011892561846736,-0.9873878600143112,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.06563428740135735,-0.04194617412836557,2.0,1.0,1.0,1.0
+ALL,spectral_overcounting,weight space,-1.0000111758708954,-1.0000111560026805,1.986821490662649e-08,12,0.0016884003304840599,0.0,3.0,0.3125,1.0,0.4901315789473684
+ALL,subspace_overlap,weight space,0.9984174370765686,0.9985513985157013,0.00013396143913265343,12,0.2555362522274166,0.30778048266064856,7.0,0.423828125,0.7744140625,0.596
+ALL,weight_cosine,weight space,0.9987241278092066,0.9987241427103678,1.4901161193847656e-08,12,1.5247412002042203e-05,0.0,2.0,,0.5,0.596
+Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.2559224347192345,0.2767813583367486,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.3339340641485327,-0.3744718012073621,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.3081200498109955,-0.3523043450390236,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,0.41186150657098813,0.45608584744087427,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.36155914020711977,-0.4202878331626718,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.5531293437963827,-0.5686595277573736,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,0.4044924734215316,0.45760854572992704,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.5063939667809338,0.48227996836279374,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.7080528326322263,0.755949877897548,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.03655209387075492,0.11372298310677843,3.0,0.8125,1.0,0.93125
+Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.5298231922868109,0.5138806443601148,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.2813087372198453,0.1692978508616877,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-0.9228669255840322,-0.9101452029188818,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.06592361540309635,-0.042131080573177604,2.0,1.0,1.0,1.0
 Code-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.08331320873618756,-0.05324458448784412,2.0,1.0,1.0,1.0
-Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.7709691615151408,0.8344893329360222,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,1.214682148015841,1.4562286113753566,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_cka_peak_depth,representation,0.17435897435897435,0.17435897435897435,0.0,5,4.4408920985006264e-17,0.0,2.0,,1.0,1.0
-Code-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00436498752170236,0.00242817556567644,-0.00193681195602592,5,-0.4519514639505509,-0.4347229083268895,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-1.3178226665788912,-1.6334579323068144,0.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
-Code-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.13471602201461788,-0.08607503175735468,0.048640990257263206,5,1.1049320350512082,1.3868565120059932,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,1.2085781437041119,1.493423886959824,5.0,0.0625,0.0625,0.08885542168674698
+Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.08236324340961024,-0.05263747176395861,2.0,1.0,1.0,1.0
+Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.7304686721491395,0.7906520070847556,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,0.8140925746342752,0.9759795197675029,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_cka_peak_depth,representation,0.17435897435897435,0.17435897435897435,0.0,5,0.0,0.0,2.0,,1.0,1.0
+Code-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00436498752170236,0.00242817556567644,-0.00193681195602592,5,-0.4350384241914697,-0.41845459984870176,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-0.6973828545283886,-0.8644149053388365,0.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
+Code-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.13471602201461788,-0.08607503175735468,0.048640990257263206,5,0.49963668130470956,0.6271194635716992,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,0.5413606562353541,0.6689521399123186,5.0,0.0625,0.0625,0.11086309523809523
 Code-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-Code-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.14191270069168374,-0.11435183690533393,0.02756086378634979,5,0.6037120677788386,0.6040534452335619,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.7086873875684118,0.7634006656745291,5.0,0.0625,0.0625,0.08885542168674698
-Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,0.8944271909999157,0.0,1.0,,1.0,1.0
-Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-0.0005823321970566715,-0.16648216496105173,1.0,0.625,0.375,0.7230392156862745
-Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.2843102943015037,0.2388752295837645,3.0,0.3125,1.0,0.3881578947368421
-Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-1.3461669473440707,-1.9230956390629583,0.0,,0.125,0.17151162790697674
+Code-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.14191270069168374,-0.11435183690533393,0.02756086378634979,5,0.4772340753152375,0.47750393401549135,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.495816977706362,0.5340958756617232,5.0,0.0625,0.0625,0.11086309523809523
+Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,0.9797958971132713,0.0,1.0,,1.0,1.0
+Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-0.00013718160224001976,-0.039218662902681084,1.0,0.625,0.375,0.7275390625
+Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.16575666617255885,0.13926742182968502,3.0,0.3125,1.0,0.4901315789473684
+Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-1.014120833352113,-1.4487440476458757,0.0,,0.125,0.21656976744186046
 Code-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
-Code-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.4501851470969103,0.0,1.0,,1.0,1.0
+Code-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.37621597725038414,0.0,1.0,,1.0,1.0
 Code-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 Code-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
-Code-Instruction_Tuned,spectral_overcounting,weight space,-1.0000210285186768,-1.0000209569931031,7.152557368605983e-08,5,0.00584550076631514,0.009742501265094019,3.0,,0.25,0.3241758241758242
-Code-Instruction_Tuned,subspace_overlap,weight space,0.9982860565185547,0.998554265499115,0.0002682089805602805,5,0.5233719957842691,0.5720128617421327,4.0,0.1875,0.375,0.24859550561797752
-Code-Instruction_Tuned,weight_cosine,weight space,0.9979568839073181,0.9979568958282471,1.1920928955078126e-08,5,1.1969890026274064e-05,0.0,1.0,,1.0,1.0
-Code-Math,beh_entropy_gap,behaviour,-0.8487195574856834,-0.7650611875315414,0.08365836995414186,5,0.5479249085292235,0.590111438778364,5.0,0.0625,0.0625,0.08885542168674698
-Code-Math,beh_js,behaviour,0.05932089412373158,0.05064618958203162,-0.00867470454169996,5,-0.5950735520341489,-0.6844902144098493,0.0,0.0625,0.0625,0.08885542168674698
-Code-Math,beh_js_to_base,behaviour,0.05932089412574072,0.05064618958360474,-0.008674704542135979,5,-0.17441775011074206,-0.20062602809704028,0.0,0.0625,0.0625,0.08885542168674698
-Code-Math,beh_kl_sym,behaviour,0.26808387823507396,0.2265663909103927,-0.041517487324681225,5,-0.5958591383169495,-0.6940268486856347,0.0,0.0625,0.0625,0.08885542168674698
-Code-Math,beh_kl_to_base,behaviour,0.25441715897768064,0.21898163798982795,-0.03543552098785269,5,-0.16296392371498078,-0.18759318779542877,0.0,0.0625,0.0625,0.08885542168674698
-Code-Math,beh_logit_cosine,behaviour,0.9678319167345762,0.9741528473794461,0.006320930644869893,5,0.6090424708880257,0.7030465253911052,5.0,0.0625,0.0625,0.08885542168674698
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 Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
@@ -143,16 +143,60 @@ Code-Math,ret_procrustes_p_at_5,retrieval,0.5692307692307692,0.5692307692307692,
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+Math-Instruction_Tuned,beh_js_to_base,behaviour,0.122818348409463,0.10852165823966838,-0.014296690169794596,5,-0.2874560766114504,-0.2804668634303113,0.0,0.0625,0.0625,0.11086309523809523
+Math-Instruction_Tuned,beh_kl_sym,behaviour,0.49945151447458563,0.4346627851654641,-0.06478872930912154,2,-0.3777580755889135,-0.3777580755889135,0.0,,0.5,0.596
+Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5402923311013552,0.45799824939797984,-0.08229408170337532,5,-0.3784611056657115,-0.44202447669781614,0.0,0.0625,0.0625,0.11086309523809523
+Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8986305650323629,0.9289869675412774,0.03035640250891447,2,0.8478944145793266,0.8478944145793266,2.0,,0.5,0.596
+Math-Instruction_Tuned,beh_logit_kl,behaviour,0.44991659629107394,0.3845254261918468,-0.06539117009922712,2,-0.44736582606029507,-0.44736582606029507,0.0,,0.5,0.596
+Math-Instruction_Tuned,beh_logit_l2,behaviour,248.72057342529297,211.7514495849609,-36.96912384033206,2,-0.7107711636534577,-0.7107711636534577,0.0,,0.5,0.596
+Math-Instruction_Tuned,beh_rank_corr,behaviour,0.8998108192981529,0.9293504141409302,0.02953959484277735,2,0.8800557429121231,0.8800557429121231,2.0,,0.5,0.596
+Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.7484375,0.765625,0.017187500000000022,2,0.3315674782494223,0.3315674782494223,2.0,,0.5,0.596
+Math-Instruction_Tuned,grad_cosine,gradient,0.3137139634718011,0.3953429805152581,0.08162901704345703,2,0.5952612791435501,0.5952612791435501,2.0,,0.5,0.596
+Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.18441419117152685,0.193450428545475,0.00903623737394815,2,0.057461879215944124,0.057461879215944124,2.0,,0.5,0.596
+Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.33191294255666437,0.41431124845985323,0.08239830590318888,2,0.6805657593967118,0.6805657593967118,2.0,,0.5,0.596
+Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.10355268791317934,-0.06186433788388965,0.041688350029289695,2,0.23546966298467445,0.23546966298467445,1.0,,1.0,1.0
+Math-Instruction_Tuned,grad_l2,gradient,2600.0574856285016,2450.698427847523,-149.3590577809789,2,-0.8708198734833179,-0.8708198734833179,0.0,,0.5,0.596
+Math-Instruction_Tuned,grad_norm_a,gradient,1397.8241408548633,1381.9802295943682,-15.84391126049536,2,-0.026658447817257402,-0.026658447817257402,1.0,,1.0,1.0
+Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
+Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5251510857160175,0.5191986579697427,-0.005952427746274802,2,-0.033306368485245375,-0.033306368485245375,1.0,,1.0,1.0
+Math-Instruction_Tuned,act_deviation_from_base,other,0.3406754306703806,0.2917846224270761,-0.048890808243304495,5,-0.5929190978178251,-0.6552347513245169,0.0,0.0625,0.0625,0.11086309523809523
+Math-Instruction_Tuned,cka_to_base,other,0.9687317037582398,0.9781474018096924,0.009415698051452637,5,0.6305921855921296,0.7110382045334173,5.0,0.0625,0.0625,0.11086309523809523
+Math-Instruction_Tuned,qmd_raw_from_base,other,0.06886231224556602,0.06323308267899282,-0.005629229566573214,5,-0.27662847566898086,-0.29392234507751674,0.0,0.0625,0.0625,0.11086309523809523
+Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.0670335441836489,-0.056743115394572496,0.010290428789076402,2,0.5276814726818676,0.5276814726818676,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_cka_mean,representation,0.9848339918650716,0.9894924164129817,0.004658424547910045,2,1.0067635256673604,1.0067635256673604,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.1794871794871795,0.19230769230769224,0.012820512820512761,2,0.3841791026171247,0.3841791026171247,1.0,,1.0,1.0
+Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00993876525770415,0.0080462252138837,-0.0018925400438204497,2,-0.42509425647715543,-0.42509425647715543,0.0,,0.5,0.596
+Math-Instruction_Tuned,geo_procrustes_mean,representation,0.0075856358522669,0.0048299634916874005,-0.0027556723605794997,2,-1.110988410788216,-1.110988410788216,0.0,,0.5,0.596
+Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.8461538461538461,1.0,0.15384615384615385,2,2.4494897427831783,2.4494897427831783,1.0,,1.0,1.0
+Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.2772228419780731,-0.18583825230598447,0.09138458967208864,2,0.9386957967891508,0.9386957967891508,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9808915100991726,0.9869129806756973,0.006021470576524801,2,1.0136435595672955,1.0136435595672955,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
+Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.22145110628231965,-0.17416773542015326,0.04728337086216639,2,0.8187419649150993,0.8187419649150993,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7469741724506636,0.7834453077175705,0.03647113526690693,2,0.6412123182893757,0.6412123182893757,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,2,0.0,0.0,0.0,,,
+Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.02055567729007985,0.0202108938361308,-0.0003447834539490498,2,-0.04543331549746543,-0.04543331549746543,1.0,,1.0,1.0
+Math-Instruction_Tuned,geo_svcca_mean,representation,0.9849921274959554,0.9890326052675408,0.0040404777715853935,2,1.3186507313457103,1.3186507313457103,2.0,,0.5,0.596
+Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.641025641025641,0.6025641025641026,-0.038461538461538436,2,-1.0865580357344051,-1.0865580357344051,0.0,,0.5,0.596
+Math-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5,0.6153846153846154,0.11538461538461545,2,2.8216198293778803,2.8216198293778803,2.0,,0.5,0.596
+Math-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
+Math-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
+Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000195503234863,-1.0000195503234863,0.0,2,0.0,0.0,0.0,,,
+Math-Instruction_Tuned,subspace_overlap,weight space,0.9977427124977112,0.9986704885959625,0.0009277760982513983,2,1.7697661997985268,1.7697661997985268,2.0,,0.5,0.596
+Math-Instruction_Tuned,weight_cosine,weight space,0.9979573786258698,0.9979573786258698,0.0,2,0.0,0.0,0.0,,,

tables/T5_coverage.csv

@@ -1,11 +1,11 @@
 operator,operator_label,combo,repo_baseline,repo_with_aim,mech_status,panel_status,mech_seconds,panel_seconds,weight_mechanism,activation_mechanism,property_panel_both_arms,published_benchmarks,note
 TaskArithmetic,Task Arithmetic,Code-Math,ahn1376/TaskArithmetic___Code-Math,ahn1376/TaskArithmetic___Code-Math___AIM,ok,ok,,743.0,True,True,True,True,
 TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,171.0,674.0,True,True,True,True,
-TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,ok,not-run,197.0,,True,True,False,True,
+TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,ok,ok,197.0,730.0,True,True,True,True,
 TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,not-run,186.0,,True,True,False,True,
 Ties,TIES,Code-Math,ahn1376/Ties___Code-Math,ahn1376/Ties___Code-Math___AIM,ok,ok,,738.0,True,True,True,True,
 Ties,TIES,Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned___AIM,ok,ok,167.0,709.0,True,True,True,True,
-Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,ok,not-run,196.0,,True,True,False,True,
+Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,ok,ok,196.0,942.0,True,True,True,True,
 Ties,TIES,Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned___AIM,ok,not-run,196.0,,True,True,False,True,
 DARETaskArithmetic,DARE Linear,Code-Math,ahn1376/DARETaskArithmetic___Code-Math,ahn1376/DARETaskArithmetic___Code-Math___AIM,ok,ok,136.0,804.0,True,True,True,True,
 DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,157.0,813.0,True,True,True,True,