refresh 2026-08-26T21:20:21Z (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 13/20.** Regenerated
-2026-08-26 21:04 UTC.
+**Coverage: mechanism 20/20 matched pairs, property panel 14/20.** Regenerated
+2026-08-26 21:20 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 |               24 |                   0.342  | ret_procrustes_p_at_5 (+0.68), geo_cka_late_minus_early (+0.62), cka_to_base (+0.58)               |
-| DARETaskArithmetic |          49 |                0 |                   0.4705 | geo_procrustes_peak_depth (+1.32), ret_procrustes_p_at_5 (+1.18), cka_to_base (+0.83)              |
-| DARETies           |          49 |                0 |                   0.3334 | subspace_overlap (-1.14), cka_to_base (+0.89), geo_cka_late_minus_early (+0.87)                    |
-| TaskArithmetic     |          49 |                0 |                   0.4893 | subspace_overlap (+1.34), ret_procrustes_p_at_5 (+1.18), geo_procrustes_peak_depth (+1.13)         |
-| Ties               |          49 |                0 |                   0.265  | subspace_overlap (+0.66), geo_svcca_peak_depth (-0.63), geo_cka_late_minus_early (+0.60)           |
-| WIDEN              |          49 |                0 |                   0.322  | geo_subspace_overlap_peak_depth (+2.55), ret_procrustes_p_at_5 (+0.88), geo_cka_peak_depth (+0.77) |
+| ALL                |          49 |               23 |                   0.3479 | ret_procrustes_p_at_5 (+0.75), geo_procrustes_peak_depth (+0.68), geo_cka_late_minus_early (+0.59) |
+| DARETaskArithmetic |          49 |                0 |                   0.4436 | ret_procrustes_p_at_5 (+1.17), geo_procrustes_peak_depth (+1.17), cka_to_base (+0.83)              |
+| DARETies           |          49 |                0 |                   0.4553 | geo_svcca_late_minus_early (+1.19), subspace_overlap (-1.02), geo_procrustes_peak_depth (+1.00)    |
+| TaskArithmetic     |          49 |                0 |                   0.4644 | subspace_overlap (+1.38), ret_procrustes_p_at_5 (+1.17), geo_procrustes_peak_depth (+1.00)         |
+| Ties               |          49 |                0 |                   0.252  | subspace_overlap (+0.68), geo_cka_late_minus_early (+0.59), geo_svcca_peak_depth (-0.58)           |
+| WIDEN              |          49 |                0 |                   0.3186 | geo_subspace_overlap_peak_depth (+2.65), ret_procrustes_p_at_5 (+0.88), geo_cka_peak_depth (+0.79) |
 
 
 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).
@@ -478,13 +478,13 @@ 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 |               24 |                   0.342  | ret_procrustes_p_at_5 (+0.68), geo_cka_late_minus_early (+0.62), cka_to_base (+0.58)                |
-| Code-Instruction_Tuned      |          49 |                0 |                   0.3646 | geo_subspace_overlap_peak_depth (+1.02), geo_svcca_peak_depth (-0.88), grad_l2 (-0.87)              |
-| Code-Math                   |          49 |                0 |                   0.2043 | geo_cka_late_minus_early (+0.70), subspace_overlap (-0.62), geo_procrustes_late_minus_early (-0.54) |
-| 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 |                   0.6253 | geo_procrustes_peak_depth (+2.45), ret_procrustes_p_at_5 (+2.35), subspace_overlap (+1.39)          |
+| combo                       |   n_metrics |   n_moved_q<0.05 |   mean_|diff| (SD units) | largest movers                                                                                       |
+|:----------------------------|------------:|-----------------:|-------------------------:|:-----------------------------------------------------------------------------------------------------|
+| ALL                         |          49 |               24 |                   0.3479 | ret_procrustes_p_at_5 (+0.75), geo_procrustes_peak_depth (+0.68), geo_cka_late_minus_early (+0.59)   |
+| Code-Instruction_Tuned      |          49 |                0 |                   0.3499 | geo_subspace_overlap_peak_depth (+1.06), grad_l2 (-0.84), geo_svcca_peak_depth (-0.81)               |
+| Code-Math                   |          49 |                0 |                   0.1974 | geo_cka_late_minus_early (+0.70), subspace_overlap (-0.63), geo_procrustes_late_minus_early (-0.55)  |
+| 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 |                   0.6135 | geo_procrustes_peak_depth (+2.37), ret_procrustes_p_at_5 (+2.20), geo_svcca_late_minus_early (+1.25) |
 
 
 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).
@@ -539,7 +539,7 @@ 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): 13/20.** 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): 14/20.** 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   |
 |:-----------------|:----------------------------|:--------------|:---------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
@@ -557,7 +557,7 @@ One row per (operator, task combination, property): the with-AIM value, its base
 | DARE Linear      | Code-Math-Instruction_Tuned | ok            | not-run        | True               | True                   | False                      | True                   |
 | DARE TIES        | Code-Math                   | ok            | ok             | True               | True                   | True                       | True                   |
 | DARE TIES        | Code-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
-| DARE TIES        | Math-Instruction_Tuned      | ok            | not-run        | True               | True                   | False                      | True                   |
+| DARE TIES        | Math-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |
 | DARE TIES        | Code-Math-Instruction_Tuned | ok            | not-run        | True               | True                   | False                      | True                   |
 | WIDEN            | Code-Math                   | ok            | ok             | True               | True                   | True                       | True                   |
 | WIDEN            | Code-Instruction_Tuned      | ok            | ok             | True               | True                   | True                       | True                   |

results/ledger_s1.json

@@ -34,6 +34,12 @@
   "status": "ok",
   "when": "2026-08-26T19:17:10"
  },
+ "DARETies__Math-Instruction_Tuned#panel": {
+  "phase": "panel",
+  "secs": 801,
+  "status": "ok",
+  "when": "2026-08-26T21:15:50"
+ },
  "TaskArithmetic__Code-Instruction_Tuned#mech": {
   "phase": "mech",
   "secs": 171,

results/panel_rows_s1.csv

@@ -11,3 +11,5 @@ WIDEN,Code-Instruction_Tuned,0,merge,ahn1376/WIDEN___Code-Instruction_Tuned,0.99
 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
+DARETies,Math-Instruction_Tuned,0,merge,ahn1376/DARETies___Math-Instruction_Tuned,0.9772415419317089,-0.08071249793389912,0.1794871794871795,0.9701876655220986,-0.4445022940635681,0.07692307692307693,0.012652030425557797,0.01307682442589242,0.6923076923076923,0.6535574582839139,-0.29216316093138617,0.0,0.9807683035170829,0.009876924627836514,0.6923076923076923,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.6873282000742233,0.7576778764894325,0.15161659435111044,0.8304481506347656,331.74188232421875,-1.5989487308402937,0.6812499999999999,0.8378575851478465,0.1981278097643112,2773.047666548632,0.5511510738021219,1467.0297694772303,2661.756166702006,0.22257970366626978,0.08496090769767761,-0.07540827244520187,0.9974417686462402,0.998950183391571,-1.0000219345092773
+DARETies,Math-Instruction_Tuned,1,aim,ahn1376/DARETies___Math-Instruction_Tuned___AIM,0.9834648450327798,-0.07622436593675841,0.15384615384615385,0.9796875804662705,-0.29746031761169434,0.07692307692307693,0.008194881082945842,0.011269680164358697,1.0,0.7043183571232894,-0.23142452898174593,0.0,0.9849645532305253,0.04655793461672153,0.6410256410256411,1.0,1.0,1.0,0.15384615384615385,0.6153846153846154,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.5846291011416854,0.6594555867083616,0.1368257354463302,0.8850347008556128,277.0834655761719,-1.6611590911002843,0.7125,0.8880351744477428,0.25783246645011576,2647.7744272764808,0.49447464962881865,1316.1709479273218,2661.756166702006,0.2814509954303503,0.08822762966156006,-0.09480435401201248,0.9974417686462402,0.9985764622688293,-1.0000219345092773

tables/T2_per_operator.csv

@@ -1,236 +1,236 @@
 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,-0.8981439609968185,-0.8363256594905057,0.06181830150631265,13,0.14636647959745203,0.1876066618951202,11.0,0.004638671875,0.0224609375,0.041554768880208336
-ALL,beh_js,behaviour,0.07160262229042147,0.06155329668870814,-0.010049325601713347,13,-0.2502599739264236,-0.25432377135756284,0.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,8.20159912109375e-05
-ALL,beh_kl_sym,behaviour,0.33451191026187477,0.2825357287280698,-0.05197618153380501,13,-0.2482048652098238,-0.23770979033741715,0.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,8.20159912109375e-05
-ALL,beh_logit_cosine,behaviour,0.9411809346996821,0.9582064173255975,0.017025482625915463,13,0.36920117152778087,0.22598263605436333,13.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_logit_kl,behaviour,0.3143970187179714,0.26454681341401015,-0.04985020530396123,13,-0.2831408881280473,-0.2326562340760704,0.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_logit_l2,behaviour,194.62578641451321,167.5914758535532,-27.03431056096004,13,-0.4246078912341436,-0.40912988823364194,0.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_rank_corr,behaviour,0.9402977838996999,0.9560170436731326,0.015719259773432505,13,0.36411032440147195,0.19766868597905474,13.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,beh_topk_overlap,behaviour,0.7730769230769231,0.7911057692307693,0.018028846153846128,13,0.31326555355202895,0.27149681307842355,13.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,grad_cosine,gradient,0.4256298248305472,0.48269187892926363,0.057062054098716515,13,0.38548535951155977,0.4900554912803882,11.0,0.00244140625,0.0224609375,0.022821841032608696
-ALL,grad_cosine_layer_late_minus_early,gradient,0.23268560871768454,0.21632399696570176,-0.016361611751982773,13,-0.10181609700783972,0.08974840066697895,8.0,0.635498046875,0.5810546875,0.818156168132485
-ALL,grad_cosine_layer_mean,gradient,0.4353777440211091,0.48991318501603714,0.05453544099492806,13,0.4104110113842926,0.4647097562644695,13.0,0.000244140625,0.000244140625,0.002499534970238095
-ALL,grad_cosine_layer_min,gradient,0.028047808231069487,0.05204183909182366,0.023994030860754172,13,0.1385235344245612,0.12856550749422216,8.0,0.21630859375,0.5810546875,0.4799107142857143
-ALL,grad_l2,gradient,2485.7458584240385,2426.2584010129763,-59.4874574110617,13,-0.32650466709289755,-0.6961592029718202,4.0,0.146484375,0.266845703125,0.4799107142857143
-ALL,grad_norm_a,gradient,1820.5818858622329,1921.1787839871488,100.59689812491538,13,0.17085858485193886,0.14304685352602425,8.0,0.375732421875,0.5810546875,0.6515151515151515
+ALL,beh_entropy_gap,behaviour,-0.9482014445570668,-0.8952423331769187,0.05295911138014812,14,0.11689171992981942,0.16711946426755592,11.0,0.0107421875,0.057373046875,0.0932421875
+ALL,beh_js,behaviour,0.07731790600904212,0.06692989945710971,-0.010388006551932408,14,-0.23758473874699457,-0.23631455617078378,0.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,8.27789306640625e-05
+ALL,beh_kl_sym,behaviour,0.3647380507067003,0.3094585757266621,-0.05527947498003829,14,-0.24290775266655437,-0.2195807505683956,0.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,8.27789306640625e-05
+ALL,beh_logit_cosine,behaviour,0.9332714501236167,0.9529798661491701,0.019708416025553437,14,0.38608567347718864,0.22870850436962925,14.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_logit_kl,behaviour,0.341034960243418,0.2874098339659869,-0.053625126277431,14,-0.278200101984641,-0.2126501051422668,0.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_logit_l2,behaviour,204.41979326520647,175.41233226231165,-29.00746100289481,14,-0.4163278128025941,-0.385420122815239,0.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_rank_corr,behaviour,0.9329806268459961,0.951161195871319,0.01818056902532278,14,0.3814374558251085,0.21942383366392507,14.0,0.0001220703125,0.0001220703125,0.001324462890625
+ALL,beh_topk_overlap,behaviour,0.7665178571428573,0.7854910714285716,0.01897321428571427,14,0.31690828790999437,0.31317995511105334,14.0,0.0009674284502477448,0.0001220703125,0.009542362441080029
+ALL,grad_cosine,gradient,0.40937968089724464,0.46663049232361026,0.057250811426365664,14,0.3705298360996943,0.4279505974010238,12.0,0.001220703125,0.012939453125,0.011517068614130434
+ALL,grad_cosine_layer_late_minus_early,gradient,0.2221338443591126,0.20717425644397736,-0.014959587915135259,14,-0.09420051312207003,0.0569011795075938,9.0,0.5830078125,0.4239501953125,0.7530517578125
+ALL,grad_cosine_layer_mean,gradient,0.42017788399576345,0.4750230286170596,0.054845144621296096,14,0.3931079634546619,0.433376634675842,14.0,0.0001220703125,0.0001220703125,0.001324462890625
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 DARETaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 DARETaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
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 DARETaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
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 DARETies,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,,,,,,
 DARETies,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 DARETies,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
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 TaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
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 TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
-TaskArithmetic,geo_svcca_late_minus_early,representation,0.0175443957724986,0.014216844675135233,-0.003327551097363367,3,-0.41742264818352637,-0.12195646505464192,0.0,,0.25,0.4799107142857143
-TaskArithmetic,geo_svcca_mean,representation,0.9859943239990688,0.9886051992706468,0.002610875271577958,3,0.7060119686778261,0.33427669322475473,2.0,,1.0,1.0
-TaskArithmetic,geo_svcca_peak_depth,representation,0.6324786324786326,0.5982905982905983,-0.03418803418803418,3,-0.8373688694456702,-1.256053304168504,0.0,,0.5,0.6515151515151515
+TaskArithmetic,geo_svcca_late_minus_early,representation,0.0175443957724986,0.014216844675135233,-0.003327551097363367,3,-0.32139634756466035,-0.09390090020516989,0.0,,0.25,0.42054263565891475
+TaskArithmetic,geo_svcca_mean,representation,0.9859943239990688,0.9886051992706468,0.002610875271577958,3,0.6512842077048694,0.30836464671951636,2.0,,1.0,1.0
+TaskArithmetic,geo_svcca_peak_depth,representation,0.6324786324786326,0.5982905982905983,-0.03418803418803418,3,-0.7725301559928223,-1.1587952339892322,0.0,,0.5,0.655688917780497
 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,0.5384615384615384,0.5897435897435898,0.0512820512820513,3,1.1756885163624953,1.7635327745437435,2.0,,1.0,1.0
+TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5897435897435898,0.0512820512820513,3,1.1734773880769362,1.760216082115405,2.0,,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,-1.0000142057736714,-1.0000142256418865,-1.9868214925130207e-08,3,-0.0017527402895221658,0.0,0.0,,1.0,1.0
-TaskArithmetic,subspace_overlap,weight space,0.998219887415568,0.9989109436670939,0.0006910562515258789,3,1.3436377261618075,1.5943094875632213,3.0,,0.25,0.4799107142857143
+TaskArithmetic,spectral_overcounting,weight space,-1.0000142057736714,-1.0000142256418865,-1.9868214925130207e-08,3,-0.0017663678183076226,0.0,0.0,,1.0,1.0
+TaskArithmetic,subspace_overlap,weight space,0.998219887415568,0.9989109436670939,0.0006910562515258789,3,1.377060810846186,1.6339680502683267,3.0,,0.25,0.42054263565891475
 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,-0.5040561748859319,0.05205389794545671,3,0.1232474138879976,0.1311281360393476,3.0,,0.25,0.4799107142857143
-Ties,beh_js,behaviour,0.04285265309416467,0.035303192760372464,-0.0075494603337922005,3,-0.18800542655034347,-0.1932286446670596,0.0,,0.25,0.4799107142857143
-Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.4799107142857143
-Ties,beh_kl_sym,behaviour,0.18661376397680854,0.15171793276264864,-0.0348958312141599,3,-0.16664008065429067,-0.1667904318186635,0.0,,0.25,0.4799107142857143
-Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.4799107142857143
-Ties,beh_logit_cosine,behaviour,0.9695250249157349,0.9781469305356344,0.008621905619899358,3,0.18696783671926243,0.17117840603128553,3.0,,0.25,0.4799107142857143
-Ties,beh_logit_kl,behaviour,0.18502734651890862,0.15078100956065843,-0.03424633695825017,3,-0.19451350706314555,-0.19690453140354308,0.0,,0.25,0.4799107142857143
-Ties,beh_logit_l2,behaviour,160.32354736328125,139.3198038736979,-21.003743489583343,3,-0.32989024118165444,-0.3351938038424021,0.0,,0.25,0.4799107142857143
-Ties,beh_rank_corr,behaviour,0.9657206828181212,0.9740947679494433,0.008374085131322132,3,0.19397165627891622,0.19766868597905474,3.0,,0.25,0.4799107142857143
-Ties,beh_topk_overlap,behaviour,0.8083333333333332,0.8229166666666666,0.014583333333333282,3,0.25339702553986293,0.21719745046273964,3.0,,0.25,0.4799107142857143
-Ties,grad_cosine,gradient,0.46979686978068197,0.5325026666582778,0.06270579687759582,3,0.4236119262549045,0.5861885601373643,3.0,,0.25,0.4799107142857143
-Ties,grad_cosine_layer_late_minus_early,gradient,0.3250532485544681,0.3309347828229268,0.005881534268458721,3,0.03659999226908422,0.08974840066697895,2.0,,1.0,1.0
-Ties,grad_cosine_layer_mean,gradient,0.4810138054502507,0.5481639372340092,0.0671501317837586,3,0.5053439194252407,0.5612720312548082,3.0,,0.25,0.4799107142857143
-Ties,grad_cosine_layer_min,gradient,-0.020382449030876132,0.018208054825663567,0.0385905038565397,3,0.22279261956673646,0.32968898625365645,2.0,,1.0,1.0
-Ties,grad_l2,gradient,2365.1559311683773,2296.008244291482,-69.14768687689518,3,-0.3795260961983286,-0.6961592029718202,1.0,,1.0,1.0
-Ties,grad_norm_a,gradient,1528.5726613298314,1691.1207415391507,162.54808020931955,3,0.27607943656947775,0.33119662764015345,3.0,,0.25,0.4799107142857143
+Ties,beh_entropy_gap,behaviour,-0.5561100728313887,-0.5040561748859319,0.05205389794545671,3,0.11489372652458411,0.1222402947576204,3.0,,0.25,0.42054263565891475
+Ties,beh_js,behaviour,0.04285265309416467,0.035303192760372464,-0.0075494603337922005,3,-0.17266417306515472,-0.17746117628686878,0.0,,0.25,0.42054263565891475
+Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.42054263565891475
+Ties,beh_kl_sym,behaviour,0.18661376397680854,0.15171793276264864,-0.0348958312141599,3,-0.15333843059695987,-0.15347678033546716,0.0,,0.25,0.42054263565891475
+Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.42054263565891475
+Ties,beh_logit_cosine,behaviour,0.9695250249157349,0.9781469305356344,0.008621905619899358,3,0.16890217019975473,0.15463838474759548,3.0,,0.25,0.42054263565891475
+Ties,beh_logit_kl,behaviour,0.18502734651890862,0.15078100956065843,-0.03424633695825017,3,-0.1776654918273882,-0.17984941479408517,0.0,,0.25,0.42054263565891475
+Ties,beh_logit_l2,behaviour,160.32354736328125,139.3198038736979,-21.003743489583343,3,-0.3014549459124432,-0.306301361463604,0.0,,0.25,0.42054263565891475
+Ties,beh_rank_corr,behaviour,0.9657206828181212,0.9740947679494433,0.008374085131322132,3,0.17569250571339992,0.17904114140675198,3.0,,0.25,0.42054263565891475
+Ties,beh_topk_overlap,behaviour,0.8083333333333332,0.8229166666666666,0.014583333333333282,3,0.24358440953081853,0.20878663674070158,3.0,,0.25,0.42054263565891475
+Ties,grad_cosine,gradient,0.46979686978068197,0.5325026666582778,0.06270579687759582,3,0.4058347482015985,0.5615887371378051,3.0,,0.25,0.42054263565891475
+Ties,grad_cosine_layer_late_minus_early,gradient,0.3250532485544681,0.3309347828229268,0.005881534268458721,3,0.037036016578591756,0.09081759445648914,2.0,,1.0,1.0
+Ties,grad_cosine_layer_mean,gradient,0.4810138054502507,0.5481639372340092,0.0671501317837586,3,0.48130516809642226,0.5345728304362829,3.0,,0.25,0.42054263565891475
+Ties,grad_cosine_layer_min,gradient,-0.020382449030876132,0.018208054825663567,0.0385905038565397,3,0.2271424599139801,0.33612588913328,2.0,,1.0,1.0
+Ties,grad_l2,gradient,2365.1559311683773,2296.008244291482,-69.14768687689518,3,-0.3671085246456984,-0.673381831925358,1.0,,1.0,1.0
+Ties,grad_norm_a,gradient,1528.5726613298314,1691.1207415391507,162.54808020931955,3,0.27992390445133924,0.3358086147311332,3.0,,0.25,0.42054263565891475
 Ties,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-Ties,grad_norm_ratio,gradient,0.5742722344187438,0.6353402173702857,0.06106798295154183,3,0.3431680149556396,0.4116789380605364,3.0,,0.25,0.4799107142857143
-Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.4799107142857143
-Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.4799107142857143
-Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.4799107142857143
-Ties,geo_cka_late_minus_early,representation,-0.04481075680862753,-0.032290302969732475,0.012520453838895065,3,0.5978094263130106,0.6319544148298175,3.0,,0.25,0.4799107142857143
-Ties,geo_cka_mean,representation,0.9926429332403867,0.9951746923980699,0.002531759157683111,3,0.4584649302455963,0.5585814609336076,3.0,,0.25,0.4799107142857143
-Ties,geo_cka_peak_depth,representation,0.1452991452991453,0.14529914529914525,-2.7755575615628914e-17,3,-8.141635513917814e-16,0.0,1.0,,1.0,1.0
-Ties,geo_procrustes_late_minus_early,representation,0.005369072050713501,0.003423898550023733,-0.001945173500689767,3,-0.4132880670425297,-0.38414254448620727,0.0,,0.25,0.4799107142857143
-Ties,geo_procrustes_mean,representation,0.002850789688736633,0.0018073360439489336,-0.0010434536447876998,3,-0.33994419138788495,-0.40873063845436275,0.0,,0.25,0.4799107142857143
+Ties,grad_norm_ratio,gradient,0.5742722344187438,0.6353402173702857,0.06106798295154183,3,0.3467877878042926,0.4160213714383862,3.0,,0.25,0.42054263565891475
+Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.42054263565891475
+Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.42054263565891475
+Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.42054263565891475
+Ties,geo_cka_late_minus_early,representation,-0.04481075680862753,-0.032290302969732475,0.012520453838895065,3,0.5926514283877512,0.6265018083350447,3.0,,0.25,0.42054263565891475
+Ties,geo_cka_mean,representation,0.9926429332403867,0.9951746923980699,0.002531759157683111,3,0.41516464225378047,0.5058255432402787,3.0,,0.25,0.42054263565891475
+Ties,geo_cka_peak_depth,representation,0.1452991452991453,0.14529914529914525,-2.7755575615628914e-17,3,-8.511709855459534e-16,0.0,1.0,,1.0,1.0
+Ties,geo_procrustes_late_minus_early,representation,0.005369072050713501,0.003423898550023733,-0.001945173500689767,3,-0.41378833803122267,-0.38460753582240614,0.0,,0.25,0.42054263565891475
+Ties,geo_procrustes_mean,representation,0.002850789688736633,0.0018073360439489336,-0.0010434536447876998,3,-0.2998951060531648,-0.36057776915089623,0.0,,0.25,0.42054263565891475
 Ties,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,3,0.0,0.0,0.0,,,
-Ties,geo_rowwise_cosine_late_minus_early,representation,-0.08370047807693477,-0.0576141476631164,0.02608633041381837,3,0.20977946254831067,0.2628297156613937,3.0,,0.25,0.4799107142857143
-Ties,geo_rowwise_cosine_mean,representation,0.9924852669239045,0.9946321467558543,0.002146879831949944,3,0.2843175992733273,0.32848265568445545,3.0,,0.25,0.4799107142857143
+Ties,geo_rowwise_cosine_late_minus_early,representation,-0.08370047807693477,-0.0576141476631164,0.02608633041381837,3,0.19113592293056655,0.2394714890879742,3.0,,0.25,0.42054263565891475
+Ties,geo_rowwise_cosine_mean,representation,0.9924852669239045,0.9946321467558543,0.002146879831949944,3,0.25786757084951756,0.29792395794014237,3.0,,0.25,0.42054263565891475
 Ties,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-Ties,geo_subspace_overlap_late_minus_early,representation,-0.14291387452982857,-0.10823257036259316,0.0346813041672354,3,0.5320309943878071,0.5752914889143681,3.0,,0.25,0.4799107142857143
-Ties,geo_subspace_overlap_mean,representation,0.8320244241322247,0.8569643312460382,0.024939907113813515,3,0.37532792239155494,0.3447681255886106,3.0,,0.25,0.4799107142857143
+Ties,geo_subspace_overlap_late_minus_early,representation,-0.14291387452982857,-0.10823257036259316,0.0346813041672354,3,0.5069843912995625,0.5482082968919493,3.0,,0.25,0.42054263565891475
+Ties,geo_subspace_overlap_mean,representation,0.8320244241322247,0.8569643312460382,0.024939907113813515,3,0.34773952815318904,0.31942602231807854,3.0,,0.25,0.42054263565891475
 Ties,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
-Ties,geo_svcca_late_minus_early,representation,0.005870756960197333,0.008952131176372167,0.0030813742161748332,3,0.38654113722830696,0.16302031278171303,2.0,,1.0,1.0
-Ties,geo_svcca_mean,representation,0.9913281094730486,0.9921272822932882,0.0007991728202395206,3,0.21610590987370623,0.1557089921825017,3.0,,0.25,0.4799107142857143
-Ties,geo_svcca_peak_depth,representation,0.5897435897435898,0.5641025641025641,-0.02564102564102566,3,-0.6280266520842533,-0.6280266520842533,0.0,,0.5,0.6515151515151515
+Ties,geo_svcca_late_minus_early,representation,0.005870756960197333,0.008952131176372167,0.0030813742161748332,3,0.2976189965477079,0.12551818482991176,2.0,,1.0,1.0
+Ties,geo_svcca_mean,representation,0.9913281094730486,0.9921272822932882,0.0007991728202395206,3,0.19935407972759642,0.14363893546453607,3.0,,0.25,0.42054263565891475
+Ties,geo_svcca_peak_depth,representation,0.5897435897435898,0.5641025641025641,-0.02564102564102566,3,-0.5793976169946173,-0.5793976169946173,0.0,,0.5,0.655688917780497
 Ties,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
 Ties,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 Ties,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
@@ -242,43 +242,43 @@ Ties,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,
 Ties,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 Ties,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
 Ties,spectral_overcounting,weight space,-1.0000136693318684,-1.0000136693318684,0.0,3,0.0,0.0,0.0,,,
-Ties,subspace_overlap,weight space,0.9982004563013712,0.9985392888387045,0.00033883253733320756,3,0.6588004652396633,0.05748182785718963,2.0,,1.0,1.0
+Ties,subspace_overlap,weight space,0.9982004563013712,0.9985392888387045,0.00033883253733320756,3,0.6751881740030309,0.058911692442617576,2.0,,1.0,1.0
 Ties,weight_cosine,weight space,0.9986462990442911,0.9986462990442911,0.0,3,0.0,0.0,0.0,,,
-WIDEN,beh_entropy_gap,behaviour,-0.6900099566118143,-0.5959102303200479,0.09409972629176644,2,0.22279883679759793,0.22279883679759793,2.0,,0.5,0.6515151515151515
-WIDEN,beh_js,behaviour,0.03644251621426175,0.02922094261281625,-0.007221573601445498,2,-0.17984001044780262,-0.17984001044780262,0.0,,0.5,0.6515151515151515
-WIDEN,beh_js_to_base,behaviour,0.06454875700467955,0.04986886702949225,-0.0146798899751873,4,-0.2951608748065728,-0.2842973453844067,0.0,,0.125,0.4799107142857143
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 WIDEN,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-WIDEN,grad_norm_ratio,gradient,0.7557501841153984,0.8337459424316518,0.07799575831625338,2,0.4382926742084695,0.4382926742084695,1.0,,1.0,1.0
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 WIDEN,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,2,0.0,0.0,0.0,,,
-WIDEN,geo_rowwise_cosine_late_minus_early,representation,-0.046277791261672946,-0.033941775560378945,0.012336015701294,2,0.09920301946471372,0.09920301946471372,2.0,,0.5,0.6515151515151515
-WIDEN,geo_rowwise_cosine_mean,representation,0.9954872488975525,0.9966035291552543,0.0011162802577018294,2,0.14783227186857992,0.14783227186857992,2.0,,0.5,0.6515151515151515
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 WIDEN,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-WIDEN,geo_subspace_overlap_late_minus_early,representation,-0.08677367499891214,-0.06756991469884524,0.019203760300066902,2,0.2945966402867291,0.2945966402867291,2.0,,0.5,0.6515151515151515
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-WIDEN,geo_svcca_late_minus_early,representation,0.0047783504587481495,0.0046290459202583505,-0.0001493045384897999,2,-0.01872941812722699,-0.01872941812722699,0.0,,0.5,0.6515151515151515
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+WIDEN,geo_subspace_overlap_peak_depth,representation,0.0,0.2692307692307692,0.2692307692307692,2,2.6457513110645907,2.6457513110645907,1.0,,1.0,1.0
+WIDEN,geo_svcca_late_minus_early,representation,0.0047783504587481495,0.0046290459202583505,-0.0001493045384897999,2,-0.014420795336087037,-0.014420795336087037,0.0,,0.5,0.655688917780497
+WIDEN,geo_svcca_mean,representation,0.9929346107997926,0.9942236427553586,0.0012890319555659557,2,0.3215496983046762,0.3215496983046762,2.0,,0.5,0.655688917780497
 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,0.5384615384615384,0.5769230769230769,0.03846153846153849,2,0.8817663872718717,0.8817663872718717,1.0,,1.0,1.0
+WIDEN,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5769230769230769,0.03846153846153849,2,0.8801080410577025,0.8801080410577025,1.0,,1.0,1.0
 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,,,,,,
-WIDEN,spectral_overcounting,weight space,-1.0000055432319641,-1.0000054836273193,5.960464466436832e-08,2,0.005258220858772298,0.005258220858772298,1.0,,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
-ALL,beh_entropy_gap,behaviour,-0.8981439609968185,-0.8363256594905057,0.06181830150631265,13,0.14636647959745203,0.1876066618951202,11.0,0.004638671875,0.0224609375,0.02899169921875
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+ALL,beh_entropy_gap,behaviour,-0.9482014445570668,-0.8952423331769187,0.05295911138014812,14,0.11689171992981942,0.16711946426755592,11.0,0.0107421875,0.057373046875,0.064453125
+ALL,beh_js,behaviour,0.07731790600904212,0.06692989945710971,-0.010388006551932408,14,-0.23758473874699457,-0.23631455617078378,0.0,0.0001220703125,0.0001220703125,0.00091552734375
 ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,5.7220458984375e-05
-ALL,beh_kl_sym,behaviour,0.33451191026187477,0.2825357287280698,-0.05197618153380501,13,-0.2482048652098238,-0.23770979033741715,0.0,0.000244140625,0.000244140625,0.0017438616071428572
+ALL,beh_kl_sym,behaviour,0.3647380507067003,0.3094585757266621,-0.05527947498003829,14,-0.24290775266655437,-0.2195807505683956,0.0,0.0001220703125,0.0001220703125,0.00091552734375
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-ALL,beh_logit_kl,behaviour,0.3143970187179714,0.26454681341401015,-0.04985020530396123,13,-0.2831408881280473,-0.2326562340760704,0.0,0.000244140625,0.000244140625,0.0017438616071428572
-ALL,beh_logit_l2,behaviour,194.62578641451321,167.5914758535532,-27.03431056096004,13,-0.4246078912341436,-0.40912988823364194,0.0,0.000244140625,0.000244140625,0.0017438616071428572
-ALL,beh_rank_corr,behaviour,0.9402977838996999,0.9560170436731326,0.015719259773432505,13,0.36411032440147195,0.19766868597905474,13.0,0.000244140625,0.000244140625,0.0017438616071428572
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-ALL,grad_cosine,gradient,0.4256298248305472,0.48269187892926363,0.057062054098716515,13,0.38548535951155977,0.4900554912803882,11.0,0.00244140625,0.0224609375,0.015922214673913044
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 ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,5.7220458984375e-05
 ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,5.7220458984375e-05
 ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,5.7220458984375e-05
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 ALL,geo_rowwise_cosine_peak_depth,representation,0.07692307692307689,0.07692307692307689,0.0,0,,,,,,
-ALL,geo_subspace_overlap_late_minus_early,representation,-0.1794750779156604,-0.14574148526473507,0.033733592650925286,13,0.5174925589822668,0.4646233027700683,13.0,0.000244140625,0.000244140625,0.0017438616071428572
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-ALL,ret_gain_over_identity,retrieval,-0.8461538461538463,-0.8461538461538463,0.0,0,,,,,,
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+ALL,ret_gain_over_identity,retrieval,-0.8461538461538464,-0.8461538461538464,0.0,0,,,,,,
 ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
 ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
 ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
 ALL,ret_procrustes_p_at_1,retrieval,0.15384615384615377,0.15384615384615377,0.0,0,,,,,,
-ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538463,0.8461538461538463,0.0,0,,,,,,
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 ALL,ret_ridge_p_at_1,retrieval,0.15384615384615377,0.15384615384615377,0.0,0,,,,,,
-ALL,ret_ridge_p_at_10,retrieval,0.8461538461538463,0.8461538461538463,0.0,0,,,,,,
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 ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
-ALL,spectral_overcounting,weight space,-1.0000114807715783,-1.0000114440917969,3.6679781383160033e-08,13,0.0032358282253033524,0.0,4.0,0.15625,0.6875,0.2663352272727273
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-ALL,weight_cosine,weight space,0.9985991762234614,0.9985991899783795,1.3754918025090145e-08,13,1.3275433038355851e-05,0.0,2.0,,0.5,0.6048387096774194
-Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.2086328668557496,0.22563746060549794,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.27404430235629307,-0.3073117556175107,0.0,0.0625,0.0625,0.11160714285714286
+ALL,spectral_overcounting,weight space,-1.0000122274671281,-1.0000121934073312,3.40597969986486e-08,14,0.0030280591156887316,0.0,4.0,0.15625,0.6875,0.21306818181818182
+ALL,subspace_overlap,weight space,0.9984758836882455,0.9985851773193904,0.00010929363114488475,14,0.21778831461603934,0.3215200633914633,8.0,0.42626953125,0.79052734375,0.5373145351890757
+ALL,weight_cosine,weight space,0.9985165042536599,0.9985165170260838,1.2772423880440848e-08,14,1.2255359799445773e-05,0.0,2.0,,0.5,0.6116913586128049
+Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.19449176897413856,0.21034379444317358,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.25168227171834323,-0.282235098903859,0.0,0.0625,0.0625,0.11160714285714286
 Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.2523548081847232,-0.28854238946638866,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.23221118286014203,-0.2655101761098049,0.0,0.0625,0.0625,0.11160714285714286
 Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,0.31975943707787285,0.354094159104772,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.300172765712693,-0.3489303608907902,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.4518651204417986,-0.46455211404414815,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,0.3144891744324212,0.35578643167941076,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.4561146459717536,0.4343949009254793,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.6559384442665043,0.7003101520096979,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.03576929894012799,0.111287506359905,3.0,0.8125,1.0,0.9232954545454546
-Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.4827467156627356,0.4682207138512823,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.28753010078346253,0.17304200573991488,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-0.8687729729326084,-0.8567969355276137,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.0665458190334984,-0.042528724287423304,2.0,1.0,1.0,1.0
+Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,0.2888628536971271,0.31988000170133846,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.27417295003693576,-0.3187073490019659,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.4129160503644423,-0.4245094729418679,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,0.28485291168685223,0.3222584726023164,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.4384519371554737,0.41757327348140316,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.6284115173954288,0.6709211346256058,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.03619542700478094,0.11261330057758252,3.0,0.8125,1.0,0.8831521739130435
+Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.45978289279568896,0.44594787969890076,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.29314388653573376,0.17642050678631052,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-0.8403479168891778,-0.8287637189462994,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.06747248444228582,-0.04312094628197376,2.0,1.0,1.0,1.0
 Code-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.08271676045519567,-0.052863400743133664,2.0,1.0,1.0,1.0
+Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.08358926567297638,-0.05342100953637214,2.0,1.0,1.0,1.0
 Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.11160714285714286
 Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.11160714285714286
 Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.6801518879973802,0.7361896216376268,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,0.6821330893580337,0.8177791392683553,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.6742834257872932,0.7298376566570408,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,0.6177081851409818,0.7405429759154678,5.0,0.0625,0.0625,0.11160714285714286
 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,-0.4115115023143008,-0.39582453286535546,0.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-0.5635387468313693,-0.698513433953623,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00436498752170236,0.00242817556567644,-0.00193681195602592,5,-0.41200962283250125,-0.39630366484664514,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-0.49714781581081613,-0.6162210317518242,0.0,0.0625,0.0625,0.11160714285714286
 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,-0.08607503175735468,0.048640990257263206,5,0.3911581518794657,0.49096253249017713,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,0.4258925079788446,0.5262696897227283,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.13471602201461788,-0.08607503175735468,0.048640990257263206,5,0.3563951087637033,0.4473296653156764,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,0.3862717846387512,0.47731089052305614,5.0,0.0625,0.0625,0.11160714285714286
 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,-0.11435183690533393,0.02756086378634979,5,0.42279937616335167,0.4230384539996193,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.4244092708230222,0.457175230642101,5.0,0.0625,0.0625,0.11160714285714286
-Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,1.019803902718557,0.0,1.0,,1.0,1.0
-Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-0.0001305927695137918,-0.03733499041750365,1.0,0.625,0.375,0.7440476190476191
-Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.13734089833456126,0.11539272153866312,3.0,0.3125,1.0,0.3972457627118644
-Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-0.8792373129179547,-1.2560533041685067,0.0,,0.125,0.2180232558139535
+Code-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.14191270069168374,-0.11435183690533393,0.02756086378634979,5,0.4028951069150796,0.40312292960317847,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.3932131631439673,0.42357066848055713,5.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,1.0583005244258363,0.0,1.0,,1.0,1.0
+Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-0.00010055045964260144,-0.028746235042022866,1.0,0.625,0.375,0.6944444444444444
+Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.12669467675571014,0.10644785153282797,3.0,0.3125,1.0,0.3972457627118644
+Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-0.8111566637924643,-1.1587952339892347,0.0,,0.125,0.1736111111111111
 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,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.3527065549087487,0.0,1.0,,1.0,1.0
+Code-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.352043216423081,0.0,1.0,,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-08,5,0.006309865038362117,0.010516441717544596,3.0,,0.25,0.32608695652173914
-Code-Instruction_Tuned,subspace_overlap,weight space,0.9982860565185547,0.998554265499115,0.0002682089805602805,5,0.5214853407091945,0.5699508657291504,4.0,0.1875,0.375,0.3125
-Code-Instruction_Tuned,weight_cosine,weight space,0.9979568839073181,0.9979568958282471,1.1920928955078126e-08,5,1.1505375299908403e-05,0.0,1.0,,1.0,1.0
-Code-Math,beh_entropy_gap,behaviour,-0.8487195574856834,-0.7650611875315414,0.08365836995414186,5,0.1980769578051026,0.21332755043563822,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_js,behaviour,0.05932089412373158,0.05064618958203162,-0.00867470454169996,5,-0.21602756428303307,-0.24848819660875338,0.0,0.0625,0.0625,0.11160714285714286
+Code-Instruction_Tuned,spectral_overcounting,weight space,-1.0000210285186768,-1.0000209569931031,7.152557368605983e-08,5,0.006358924141959302,0.010598206890105037,3.0,,0.25,0.32608695652173914
+Code-Instruction_Tuned,subspace_overlap,weight space,0.9982860565185547,0.998554265499115,0.0002682089805602805,5,0.534457325913848,0.5841284343403089,4.0,0.1875,0.375,0.25111607142857145
+Code-Instruction_Tuned,weight_cosine,weight space,0.9979568839073181,0.9979568958282471,1.1920928955078126e-08,5,1.1438335812816056e-05,0.0,1.0,,1.0,1.0
+Code-Math,beh_entropy_gap,behaviour,-0.8487195574856834,-0.7650611875315414,0.08365836995414186,5,0.18465133752471624,0.19886824775232498,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_js,behaviour,0.05932089412373158,0.05064618958203162,-0.00867470454169996,5,-0.19839970276720348,-0.22821154565138585,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math,beh_js_to_base,behaviour,0.05932089412574072,0.05064618958360474,-0.008674704542135979,5,-0.17441775011074206,-0.20062602809704028,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_kl_sym,behaviour,0.26808387823507396,0.2265663909103927,-0.041517487324681225,5,-0.19826085797724216,-0.23092430682243598,0.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_kl_sym,behaviour,0.26808387823507396,0.2265663909103927,-0.041517487324681225,5,-0.1824351542058276,-0.21249132055032666,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math,beh_kl_to_base,behaviour,0.25441715897768064,0.21898163798982795,-0.03543552098785269,5,-0.16296392371498078,-0.18759318779542877,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_logit_cosine,behaviour,0.9678319167345762,0.9741528473794461,0.006320930644869893,5,0.13707071044667868,0.15822720305846305,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_logit_kl,behaviour,0.25441714456503767,0.21898162601839272,-0.03543551854664489,5,-0.201267861012754,-0.2316861231688929,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_logit_l2,behaviour,146.3926574707031,130.74491119384766,-15.647746276855466,5,-0.2457675602342631,-0.25721683752691876,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_rank_corr,behaviour,0.9669009735636862,0.9717550715116751,0.004854097947989078,5,0.11243704881739998,0.1243986752036443,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,beh_topk_overlap,behaviour,0.775625,0.784375,0.00874999999999999,5,0.15203821532391812,0.16289808784705567,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,grad_cosine,gradient,0.5876556778540429,0.5917608889232799,0.00410521106923698,5,0.027732944246240288,0.01860209375122974,3.0,0.625,1.0,0.7440476190476191
-Code-Math,grad_cosine_layer_late_minus_early,gradient,0.1983495146036148,0.14799186587333682,-0.050357648730277996,5,-0.3133688371249466,0.18024469829780485,3.0,0.8125,1.0,0.9232954545454546
-Code-Math,grad_cosine_layer_mean,gradient,0.5469746536761522,0.5788521881401538,0.031877534464001614,5,0.23989704531820485,0.22092302211631465,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,grad_cosine_layer_min,gradient,0.2266274720430374,0.2274605453014374,0.0008330732583999634,5,0.00480954004176527,-0.08811362006378012,2.0,1.0,1.0,1.0
-Code-Math,grad_l2,gradient,2319.686796850513,2414.1387696379434,94.45197278743053,5,0.5184119690664893,0.34852512776600325,4.0,0.125,0.375,0.2180232558139535
-Code-Math,grad_norm_a,gradient,2390.545600169052,2659.1058810180484,268.5602808489963,5,0.4561356303086046,0.35399482854225556,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_logit_cosine,behaviour,0.9678319167345762,0.9741528473794461,0.006320930644869893,5,0.12382632687796953,0.14293858478632296,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_logit_kl,behaviour,0.25441714456503767,0.21898162601839272,-0.03543551854664489,5,-0.18383480949869974,-0.2116183582511801,0.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_logit_l2,behaviour,146.3926574707031,130.74491119384766,-15.647746276855466,5,-0.22458332296242842,-0.2350457157104865,0.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_rank_corr,behaviour,0.9669009735636862,0.9717550715116751,0.004854097947989078,5,0.10184140931056265,0.11267581755619256,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,beh_topk_overlap,behaviour,0.775625,0.784375,0.00874999999999999,5,0.14615064571849148,0.15658997755552712,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,grad_cosine,gradient,0.5876556778540429,0.5917608889232799,0.00410521106923698,5,0.026569111367014044,0.017821443556360318,3.0,0.625,1.0,0.6944444444444444
+Code-Math,grad_cosine_layer_late_minus_early,gradient,0.1983495146036148,0.14799186587333682,-0.050357648730277996,5,-0.31710207372849647,0.18239199574912374,3.0,0.8125,1.0,0.8831521739130435
+Code-Math,grad_cosine_layer_mean,gradient,0.5469746536761522,0.5788521881401538,0.031877534464001614,5,0.22848536073024822,0.21041391458118225,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,grad_cosine_layer_min,gradient,0.2266274720430374,0.2274605453014374,0.0008330732583999634,5,0.0049034423055208665,-0.0898339651112978,2.0,1.0,1.0,1.0
+Code-Math,grad_l2,gradient,2319.686796850513,2414.1387696379434,94.45197278743053,5,0.5014502428924371,0.33712186523603394,4.0,0.125,0.375,0.1736111111111111
+Code-Math,grad_norm_a,gradient,2390.545600169052,2659.1058810180484,268.5602808489963,5,0.4624874209464154,0.35892428567816675,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-Code-Math,grad_norm_ratio,gradient,0.8574013604723248,0.9035415511295989,0.04614019065727413,5,0.2592821454426594,0.28393109951835604,4.0,0.1875,0.375,0.3125
+Code-Math,grad_norm_ratio,gradient,0.8574013604723248,0.9035415511295989,0.04614019065727413,5,0.2620170811864091,0.2869260350605207,4.0,0.1875,0.375,0.25111607142857145
 Code-Math,act_deviation_from_base,other,0.1923275407031178,0.16943953882902857,-0.02288800187408923,5,-0.27757228627727104,-0.2954531074726018,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math,cka_to_base,other,0.9902538159489632,0.9923722693324087,0.0021184533834457397,5,0.14187797249254336,0.15566798010118926,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,qmd_raw_from_base,other,0.024078073164752987,0.02234327448026893,-0.0017347986844840567,5,-0.08525051430324117,-0.08992501734153821,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,geo_cka_late_minus_early,representation,-0.058691569904006424,-0.04398952980952162,0.0147020400944848,5,0.7019728092612395,0.9027211851887693,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,geo_cka_mean,representation,0.99417478830822,0.9954362104658543,0.0012614221576341845,5,0.22842529067387357,0.2628066862487145,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_cka_late_minus_early,representation,-0.058691569904006424,-0.04398952980952162,0.0147020400944848,5,0.6959160725582251,0.8949323585237084,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_cka_mean,representation,0.99417478830822,0.9954362104658543,0.0012614221576341845,5,0.20685138126820868,0.2379855833681776,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,5,0.0,0.0,0.0,,,
-Code-Math,geo_procrustes_late_minus_early,representation,0.0108585079421431,0.008293522161850638,-0.00256498578029246,5,-0.5449786431661431,-0.6714559582851487,0.0,0.0625,0.0625,0.11160714285714286
-Code-Math,geo_procrustes_mean,representation,0.0023172051776681403,0.0018304487768952,-0.00048675640077294,5,-0.15857916821719548,-0.17308493070345507,0.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_procrustes_late_minus_early,representation,0.0108585079421431,0.008293522161850638,-0.00256498578029246,5,-0.545638321067284,-0.6722687326256198,0.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_procrustes_mean,representation,0.0023172051776681403,0.0018304487768952,-0.00048675640077294,5,-0.13989683505447695,-0.15269366256148134,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
-Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.06846257448196405,-0.054540717601776076,0.013921856880187983,5,0.11195594043588772,0.1255174826834048,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,geo_rowwise_cosine_mean,representation,0.9922253370285035,0.9937962743639946,0.001570937335491207,5,0.20804384352990252,0.23122084819760297,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.06846257448196405,-0.054540717601776076,0.013921856880187983,5,0.10200618183891548,0.1143624814611633,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_rowwise_cosine_mean,representation,0.9922253370285035,0.9937962743639946,0.001570937335491207,5,0.18868955245249902,0.20971040346032663,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
-Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1749953027584557,-0.14576759024866462,0.029227712509791115,5,0.44836978665167304,0.42528156792582844,5.0,0.0625,0.0625,0.11160714285714286
-Code-Math,geo_subspace_overlap_mean,representation,0.807064705124249,0.8288022057760343,0.021737500651785147,5,0.327133975294588,0.3344898452086373,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1749953027584557,-0.14576759024866462,0.029227712509791115,5,0.4272617305393641,0.405260443696325,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_subspace_overlap_mean,representation,0.807064705124249,0.8288022057760343,0.021737500651785147,5,0.303088066262071,0.309903244618024,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
-Code-Math,geo_svcca_late_minus_early,representation,0.00575740348169158,0.0054772748334523,-0.00028012864823927995,5,-0.035140569974346766,-0.03689840582784271,1.0,0.3125,0.375,0.3972457627118644
-Code-Math,geo_svcca_mean,representation,0.9902774457520932,0.9912311413409194,0.0009536955888259646,5,0.25789071868585933,0.2225218463031614,5.0,0.0625,0.0625,0.11160714285714286
+Code-Math,geo_svcca_late_minus_early,representation,0.00575740348169158,0.0054772748334523,-0.00028012864823927995,5,-0.027056631666353227,-0.02841008487592467,1.0,0.3125,0.375,0.3972457627118644
+Code-Math,geo_svcca_mean,representation,0.9902774457520932,0.9912311413409194,0.0009536955888259646,5,0.23789986550554415,0.2052726735468598,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,5,0.0,0.0,0.0,,,
 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,,,,,,
@@ -143,60 +143,60 @@ Code-Math,ret_procrustes_p_at_5,retrieval,0.5692307692307692,0.5692307692307692,
 Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
 Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
 Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
-Code-Math,spectral_overcounting,weight space,-0.9999979734420776,-0.9999979972839356,-2.384185791015625e-08,5,-0.002103288347426599,0.0,0.0,,0.5,0.6048387096774194
-Code-Math,subspace_overlap,weight space,0.9988187074661254,0.9985008955001831,-0.0003178119659424716,5,-0.6179296494649613,-0.3415301344662196,1.0,0.4375,0.375,0.546875
-Code-Math,weight_cosine,weight space,0.9997980713844299,0.9997980952262878,2.384185791015625e-08,5,2.3010750599816807e-05,0.0,1.0,,1.0,1.0
+Code-Math,spectral_overcounting,weight space,-0.9999979734420776,-0.9999979972839356,-2.384185791015625e-08,5,-0.002119641381969147,0.0,0.0,,0.5,0.6116913586128049
+Code-Math,subspace_overlap,weight space,0.9988187074661254,0.9985008955001831,-0.0003178119659424716,5,-0.6333006937583159,-0.3500257210252091,1.0,0.4375,0.375,0.546875
+Code-Math,weight_cosine,weight space,0.9997980713844299,0.9997980952262878,2.384185791015625e-08,5,2.2876671625632112e-05,0.0,1.0,,1.0,1.0
 Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.12113742600657493,0.10746916728598466,-0.01366825872059028,5,-0.2748205339325454,-0.2911923025185968,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5253016705460712,0.45086890549425257,-0.07443276505181856,5,-0.3423078060559,-0.3661812320817214,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math-Instruction_Tuned,act_deviation_from_base,other,0.34054103039205075,0.2870888278074562,-0.05345220258459451,5,-0.6482370177869512,-0.7525949840811219,0.0,0.0625,0.0625,0.11160714285714286
 Code-Math-Instruction_Tuned,cka_to_base,other,0.9637338295578957,0.9776740205287933,0.013940190970897692,5,0.9336084742600528,1.1128547417209058,5.0,0.0625,0.0625,0.11160714285714286
 Code-Math-Instruction_Tuned,qmd_raw_from_base,other,0.06741627142434369,0.06192478721447022,-0.005491484209873472,5,-0.2698594697857254,-0.29428904562512653,0.0,0.0625,0.0625,0.11160714285714286
-Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.3385842887991959,-1.3569967461102532,-0.018412457311057413,3,-0.04359496284579482,-0.10435257603290694,1.0,,1.0,1.0
-Math-Instruction_Tuned,beh_js,behaviour,0.11952693987706464,0.10877836695278713,-0.010748572924277505,3,-0.26767344261562515,-0.2624154939508203,0.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.4036753993094706,-1.4330373323577612,-0.029361933048290767,4,-0.06480786336920055,-0.11729535916029676,1.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,beh_js,behaviour,0.12754935349557608,0.11579020907617289,-0.011759144419403181,4,-0.2689441175075476,-0.2800163235981322,0.0,,0.125,0.1736111111111111
 Math-Instruction_Tuned,beh_js_to_base,behaviour,0.122818348409463,0.10852165823966838,-0.014296690169794596,5,-0.2874560766114504,-0.2804668634303113,0.0,0.0625,0.0625,0.11160714285714286
-Math-Instruction_Tuned,beh_kl_sym,behaviour,0.5944248158903676,0.5264658654785507,-0.06795895041181686,3,-0.3245283056392941,-0.3548061859398337,0.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,beh_kl_sym,behaviour,0.6352380810401339,0.5597132957860034,-0.0755247852541304,4,-0.3318692130004783,-0.37119701236837815,0.0,,0.125,0.1736111111111111
 Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5402923311013552,0.45799824939797984,-0.08229408170337532,5,-0.3784611056657115,-0.44202447669781614,0.0,0.0625,0.0625,0.11160714285714286
-Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8727311554054419,0.9113975161065658,0.03866636070112387,3,0.8384881640794649,1.1453915398450603,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,beh_logit_kl,behaviour,0.5290462410368996,0.460169320578174,-0.06887692045872566,3,-0.39120947067912626,-0.4308064370933307,0.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,beh_logit_l2,behaviour,279.3226064046224,236.20308430989584,-43.119522094726584,3,-0.677246394221186,-0.826099485233423,0.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,beh_rank_corr,behaviour,0.8756369541599552,0.913035198873561,0.03739824471360572,3,0.866267700323343,1.1708017911193802,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.7229166666666668,0.7427083333333333,0.01979166666666669,3,0.34389596323267274,0.38009553830979725,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,grad_cosine,gradient,0.27243345990401263,0.3510332066692621,0.07859974676524939,3,0.530984243695518,0.5167086796688013,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.13631426170468322,0.1397632857163747,0.003449024011691467,3,0.021462809940725497,0.022714165368457988,2.0,,1.0,1.0
-Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.2924129264739652,0.3686915901334335,0.07627866365946828,3,0.5740414476970336,0.4819336910993014,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.0900389601786931,-0.07045970795055226,0.01957925222814083,3,0.11303591446438542,-0.12370220847637725,1.0,,1.0,1.0
-Math-Instruction_Tuned,grad_l2,gradient,2663.037796673474,2511.6487450181344,-151.3890516553394,3,-0.8309185509590242,-0.8532023231353568,0.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,grad_norm_a,gradient,1425.0678015108708,1348.0866046789663,-76.98119683190414,3,-0.13074854787843657,-0.3384255297561231,1.0,,1.0,1.0
+Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8621604042127728,0.9048068122938275,0.04264640808105469,4,0.8354383814512893,1.0520315672481901,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,beh_logit_kl,behaviour,0.5686167307962305,0.49128426571905187,-0.07733246507717872,4,-0.40119065752669897,-0.446061898868627,0.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,beh_logit_l2,behaviour,292.4274253845215,246.42317962646484,-46.004245758056655,4,-0.6602731281504914,-0.7696872062168616,0.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,beh_rank_corr,behaviour,0.866192111906928,0.9067851927671065,0.04059308086017838,4,0.8516631941411112,1.0566104373473122,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.7124999999999999,0.73515625,0.022656250000000044,4,0.37842577909252373,0.3914749438888178,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,grad_cosine,gradient,0.2538570473690873,0.3277330216144755,0.07387597424538817,4,0.4781286403958763,0.48225729552488605,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.12347592320293183,0.12687937170267102,0.0034034484997392013,4,0.02143151247739924,0.021777655074648572,3.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.27495462077204136,0.3468814414576627,0.07192682068562137,4,0.5155425551838954,0.4568398873476562,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.08638128824532026,-0.0765458694659173,0.009835418779402975,4,0.05789095742680121,-0.12014105051381016,1.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,grad_l2,gradient,2690.5402641422634,2545.680165582721,-144.8600985595424,4,-0.7690695012965542,-0.749334274624932,0.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,grad_norm_a,gradient,1435.5582935024609,1340.1076904910553,-95.45060301140529,4,-0.1643753986068635,-0.3014660117145248,1.0,,0.625,0.6944444444444444
 Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
-Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5353863059803001,0.5064651005765436,-0.028921205403756423,3,-0.16252104898252298,-0.42066449678331225,1.0,,1.0,1.0
+Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5393274979357555,0.5034674878396124,-0.03586001009614315,4,-0.2036388459358326,-0.3734755397384677,1.0,,0.625,0.6944444444444444
 Math-Instruction_Tuned,act_deviation_from_base,other,0.3406754306703806,0.2917846224270761,-0.048890808243304495,5,-0.5929190978178251,-0.6552347513245169,0.0,0.0625,0.0625,0.11160714285714286
 Math-Instruction_Tuned,cka_to_base,other,0.9687317037582398,0.9781474018096924,0.009415698051452637,5,0.6305921855921296,0.7110382045334173,5.0,0.0625,0.0625,0.11160714285714286
 Math-Instruction_Tuned,qmd_raw_from_base,other,0.06886231224556602,0.06323308267899282,-0.005629229566573214,5,-0.27662847566898086,-0.29392234507751674,0.0,0.0625,0.0625,0.11160714285714286
-Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.07414802672867964,-0.06594546920129253,0.008202557527387104,3,0.3916444461872233,0.22292481268924622,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_cka_mean,representation,0.9822958830319184,0.9876698549382668,0.005373971906348214,3,0.9731485112669268,1.1285650268598189,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.1794871794871795,0.17094017094017092,-0.008547008547008591,3,-0.25519352479380103,-0.7655805743814007,1.0,,1.0,1.0
-Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.011563413226533032,0.009862976083514068,-0.0017004371430189666,3,-0.3612893038674571,-0.27965767921561563,0.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_procrustes_mean,representation,0.009172746585478933,0.005764404630058267,-0.0034083419554206663,3,-1.1103953259414974,-1.3867967757754043,0.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.7777777777777778,1.0,0.2222222222222222,3,2.445441474593435,3.3859958878986025,2.0,,0.5,0.6048387096774194
-Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.34465118249257404,-0.2315330902735392,0.11311809221903485,3,0.9096661820103784,1.206952335128982,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9767420887947083,0.9841422910491625,0.0074002022544543316,3,0.9800305111686272,1.2663993986665272,3.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.0757891445299845,-0.06851519338515899,0.007273951144825505,4,0.3443100059689205,0.2167227919697909,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_cka_mean,representation,0.981032297756866,0.9866186024618949,0.0055863047050289105,4,0.9160571957825329,1.0212451015354878,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.1794871794871795,0.16666666666666663,-0.012820512820512865,4,-0.3942431122783865,-0.7884862245567718,1.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.011941766026372874,0.0102146521037252,-0.001727113922647675,4,-0.3674014679870694,-0.332211085369395,0.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_procrustes_mean,representation,0.010042567545498626,0.00637202374328015,-0.003670543802218475,4,-1.0549372541250355,-1.2522148971585065,0.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.7564102564102564,1.0,0.24358974358974358,4,2.373822800423341,2.9985130110610627,3.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.36961396038532257,-0.24801489710807798,0.1215990632772446,4,0.8909627693236937,1.088536148356718,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9751034829765558,0.9830286134034396,0.007925130426883698,4,0.9519089524400304,1.1448235157461335,4.0,,0.125,0.1736111111111111
 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,-0.24954533188429587,-0.1980140575571878,0.05153127432710808,3,0.7905191508981151,0.8498216451597094,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7138092148822519,0.75552810474313,0.04171888986087802,3,0.6278397182679473,0.7529613378389252,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
-Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.017034846295094903,0.0220309031275174,0.0049960568324225,3,0.6267273476634665,1.0030106854042802,2.0,,1.0,1.0
-Math-Instruction_Tuned,geo_svcca_mean,representation,0.9832354996014363,0.9876969628024193,0.004461463200983062,3,1.2064331268517574,1.434112139349428,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6581196581196581,0.6153846153846154,-0.042735042735042694,3,-1.0467110868070872,-1.256053304168504,0.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.26019978914606845,-0.20636667541332732,0.05383311373274112,4,0.786952770459482,0.8436564145650778,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.6987462757326675,0.7427256678381698,0.04397939210550239,4,0.6132089020797081,0.7026895942833298,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
+Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.015245365878280301,0.02816266099981843,0.012917295121538126,4,1.2476356789131553,1.1432646763867527,3.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,geo_svcca_mean,representation,0.982618700580348,0.9870138604094457,0.004395159829097911,4,1.096374927669474,1.184850553192007,4.0,,0.125,0.1736111111111111
+Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6666666666666666,0.6217948717948718,-0.04487179487179482,4,-1.0139458297405786,-1.1587952339892322,0.0,,0.125,0.1736111111111111
 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,0.48717948717948717,0.5897435897435898,0.1025641025641026,3,2.3513770327249905,1.7635327745437435,3.0,,0.25,0.32608695652173914
+Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5,0.5961538461538461,0.0961538461538462,4,2.2002701026442555,1.760216082115405,4.0,,0.125,0.1736111111111111
 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,-1.0000180800755818,-1.0000180006027222,7.947285970052083e-08,3,0.007010961158088663,0.0,1.0,,1.0,1.0
-Math-Instruction_Tuned,subspace_overlap,weight space,0.998062789440155,0.9987800717353821,0.0007172822952270508,3,1.3946296702286693,1.6628009397073584,3.0,,0.25,0.32608695652173914
-Math-Instruction_Tuned,weight_cosine,weight space,0.9976715048154196,0.9976715048154196,0.0,3,0.0,0.0,0.0,,,
+Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000190436840057,-1.000018984079361,5.960464477539063e-08,4,0.005299103454922868,0.0,1.0,,1.0,1.0
+Math-Instruction_Tuned,subspace_overlap,weight space,0.998284637928009,0.9987291693687439,0.0004445314407348355,4,0.8858133109617227,1.1472933329624087,3.0,,0.625,0.6944444444444444
+Math-Instruction_Tuned,weight_cosine,weight space,0.9976140707731247,0.9976140707731247,0.0,4,0.0,0.0,0.0,,,

tables/T5_coverage.csv

@@ -13,7 +13,7 @@ DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,ahn1376/DARETaskArithmetic
 DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,not-run,198.0,,True,True,False,True,
 DARETies,DARE TIES,Code-Math,ahn1376/DARETies___Code-Math,ahn1376/DARETies___Code-Math___AIM,ok,ok,,747.0,True,True,True,True,
 DARETies,DARE TIES,Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned___AIM,ok,ok,188.0,738.0,True,True,True,True,
-DARETies,DARE TIES,Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned___AIM,ok,not-run,189.0,,True,True,False,True,
+DARETies,DARE TIES,Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned___AIM,ok,ok,189.0,801.0,True,True,True,True,
 DARETies,DARE TIES,Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned___AIM,ok,not-run,174.0,,True,True,False,True,
 WIDEN,WIDEN,Code-Math,ahn1376/WIDEN___Code-Math,ahn1376/WIDEN___Code-Math___AIM,ok,ok,161.0,673.0,True,True,True,True,
 WIDEN,WIDEN,Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned___AIM,ok,ok,158.0,913.0,True,True,True,True,