ds006239 (whole-brain): alignment results (control gate: fail)

README.md

@@ -221,7 +221,7 @@ rather than language) and an inter-subject noise ceiling.
 | SemLocal | ses-11+   |       48 |        0.208521 |        0.601744 |           3 |
 | SemLocal | ses-11    |       48 |        0.216461 |        0.607091 |           3 |
 
-Model grid: **15 families**, 43848 alignment rows across 8 cells.
+Model grid: **15 families**, 42336 alignment rows across 8 cells.
 
 | | |
 |---|---|
@@ -229,7 +229,7 @@ Model grid: **15 families**, 43848 alignment rows across 8 cells.
 | best alignment anywhere | 0.0691 |
 | as a fraction of ceiling | 25.6% |
 | families equivalent to zero (TOST ±0.05) | 15/15 |
-| Pythia scale trend | ρ = -0.348, p = 0.03 |
+| Pythia scale trend | ρ = -0.340, p = 0.03 |
 
 ### Per family
 
@@ -238,11 +238,11 @@ Model grid: **15 families**, 43848 alignment rows across 8 cells.
 | pico-decoder-tiny     |              21 |     0.0053 |   0.0058 |        0.0538 |                    0.177  |               0      |
 | pico-decoder-small    |              21 |     0.0035 |   0.0125 |        0.0522 |                    0.2411 |               0      |
 | babylm-gpt2           |               9 |     0.002  |   0.0104 |        0.0389 |                    0.1337 |               0      |
+| pythia-410m-full      |              11 |     0.002  |   0.0128 |        0.0458 |                    0.2198 |               0      |
 | pico-decoder-large    |              21 |     0.0015 |   0.009  |        0.0474 |                    0.2557 |               0      |
+| pico-decoder-medium   |              21 |    -0.0007 |   0.0086 |        0.0476 |                    0.2199 |               0      |
 | beetle-humanscale-eng |              18 |    -0.0014 |   0.0122 |        0.0423 |                    0.203  |               0      |
-| pico-decoder-medium   |              20 |    -0.0014 |   0.0083 |        0.0476 |                    0.2199 |               0      |
 | pythia-70m-full       |              21 |    -0.0016 |   0.0103 |        0.0382 |                    0.1699 |               0      |
-| pythia-410m-full      |              21 |    -0.0046 |   0.0102 |        0.0458 |                    0.2198 |               0      |
 | beetle-fineweb3-eng   |              19 |    -0.0057 |   0.0119 |        0.0504 |                    0.2349 |               0      |
 | pythia-1b-full        |              21 |    -0.0098 |   0.0045 |        0.0461 |                    0.1779 |               0      |
 | pythia-160m-full      |              21 |    -0.0116 |   0.0058 |        0.0423 |                    0.1954 |               0      |

alignment_by_cell.csv

@@ -55,14 +55,14 @@ pico-decoder-large,Sem,ses-11,441,0.0015524709914889903,0.01624384348014611,-0.0
 pico-decoder-large,Sem,ses-11+,441,0.0030012132150487,0.012470884704014062,-0.0136153364328022,0.0312489408677112,0.3901386367174326,,0.08009701661602926,
 pico-decoder-large,SemLocal,ses-11,441,0.014716111732974062,0.01710017103169494,-0.0220010781913468,0.0428896601637125,0.2647704592119395,,0.16198808693148364,
 pico-decoder-large,SemLocal,ses-11+,441,0.015087526283690086,0.010975273636646913,-0.0030563274964662,0.0357534273811339,0.3100011639992813,,0.11533320365602495,
-pico-decoder-medium,Orth,ses-11,420,-0.008972505654517175,0.018009229585274775,-0.0376405653034201,0.0289485256597728,0.5256372477199311,,0.055073200739375855,
-pico-decoder-medium,Orth,ses-11+,420,-0.004440564668609375,0.017399129911311075,-0.0310112614084039,0.0388038529498783,0.5653630359262645,,0.0686352847357696,
-pico-decoder-medium,Phon,ses-11,420,-0.008972505654517175,0.018009229585274775,-0.0376405653034201,0.0289485256597728,0.5256372477199311,,0.055073200739375855,
-pico-decoder-medium,Phon,ses-11+,420,-0.004440564668609375,0.017399129911311075,-0.0310112614084039,0.0388038529498783,0.5653630359262645,,0.0686352847357696,
-pico-decoder-medium,Sem,ses-11,420,-0.005726608774495281,0.007373093333993933,-0.0210402204973519,0.0127319940091167,0.3510289007265154,,0.036270500755822735,
-pico-decoder-medium,Sem,ses-11+,420,-0.001806282018097025,0.014025736898891333,-0.0298118657676554,0.0341309908477352,0.3901386367174326,,0.0874842623507074,
-pico-decoder-medium,SemLocal,ses-11,420,0.011408348192228529,0.019235762989965578,-0.0250598219949195,0.0476085825288689,0.2647704592119395,,0.17981077900673162,
-pico-decoder-medium,SemLocal,ses-11+,420,0.011458558886683385,0.01555783485868974,-0.0223168034126483,0.0369642313473758,0.3100011639992813,,0.1192390082363094,
+pico-decoder-medium,Orth,ses-11,441,-0.008195811173792882,0.01791494791225273,-0.0376405653034201,0.0289485256597728,0.5256372477199311,,0.055073200739375855,
+pico-decoder-medium,Orth,ses-11+,441,-0.0035681912421515524,0.017422300597326704,-0.0310112614084039,0.0388038529498783,0.5653630359262645,,0.0686352847357696,
+pico-decoder-medium,Phon,ses-11,441,-0.008195811173792882,0.01791494791225273,-0.0376405653034201,0.0289485256597728,0.5256372477199311,,0.055073200739375855,
+pico-decoder-medium,Phon,ses-11+,441,-0.0035681912421515524,0.017422300597326704,-0.0310112614084039,0.0388038529498783,0.5653630359262645,,0.0686352847357696,
+pico-decoder-medium,Sem,ses-11,441,-0.0053377790684245195,0.0074026059065353585,-0.0210402204973519,0.0127319940091167,0.3510289007265154,,0.036270500755822735,
+pico-decoder-medium,Sem,ses-11+,441,-0.0026681077621668763,0.014220441553227879,-0.0298118657676554,0.0341309908477352,0.3901386367174326,,0.0874842623507074,
+pico-decoder-medium,SemLocal,ses-11,441,0.012599547343861315,0.01951405640784886,-0.0250598219949195,0.0476085825288689,0.2647704592119395,,0.17981077900673162,
+pico-decoder-medium,SemLocal,ses-11+,441,0.013009656251978504,0.016694952507723043,-0.0223168034126483,0.0440316035578809,0.3100011639992813,,0.1420368975065622,
 pico-decoder-small,Orth,ses-11,441,-0.006539076356091457,0.01422299499287607,-0.0285810456685049,0.0213939217038555,0.5256372477199311,,0.04070092406247162,
 pico-decoder-small,Orth,ses-11+,441,-0.00862456723372013,0.01538442151355097,-0.0307451545925009,0.0206507181672388,0.5653630359262645,,0.03652647388488288,
 pico-decoder-small,Phon,ses-11,441,-0.006539076356091457,0.01422299499287607,-0.0285810456685049,0.0213939217038555,0.5256372477199311,,0.04070092406247162,
@@ -103,14 +103,14 @@ pythia-1b-full,Sem,ses-11,441,-0.014172997115465762,0.012705465194101267,-0.0320
 pythia-1b-full,Sem,ses-11+,441,-0.005591064895675625,0.011405863535155459,-0.0171433567268647,0.0341444505837272,0.3901386367174326,,0.08751876223030211,
 pythia-1b-full,SemLocal,ses-11,441,-0.01855213005330705,0.015796480849050273,-0.0385148650795146,0.008424534155638,0.2647704592119395,,0.03181825563438123,
 pythia-1b-full,SemLocal,ses-11+,441,-0.006209892940029271,0.016718505195791773,-0.0369407789548714,0.0227022838249175,0.3100011639992813,,0.07323289865121323,
-pythia-410m-full,Orth,ses-11,441,-0.01568696061448357,0.010999265870794693,-0.0356211800665448,-0.0002713289442177,0.5256372477199311,,-0.0005161904819238931,
-pythia-410m-full,Orth,ses-11+,441,-0.007568896538725526,0.013447322463498808,-0.0279542114454498,0.0172181794224776,0.5653630359262645,,0.030455085190117068,
-pythia-410m-full,Phon,ses-11,441,-0.01568696061448357,0.010999265870794693,-0.0356211800665448,-0.0002713289442177,0.5256372477199311,,-0.0005161904819238931,
-pythia-410m-full,Phon,ses-11+,441,-0.007568896538725526,0.013447322463498808,-0.0279542114454498,0.0172181794224776,0.5653630359262645,,0.030455085190117068,
-pythia-410m-full,Sem,ses-11,441,-0.006376423226843486,0.01623690800269934,-0.0312596058939716,0.0268776720661515,0.3510289007265154,,0.07656825979434594,
-pythia-410m-full,Sem,ses-11+,441,-0.004116783325248867,0.014125209590574343,-0.0266735964545,0.0186324152963381,0.3901386367174326,,0.04775844672321721,
-pythia-410m-full,SemLocal,ses-11,441,0.005549627567367399,0.015600107716635106,-0.01774886261749,0.0284262728934438,0.2647704592119395,,0.10736195034012297,
-pythia-410m-full,SemLocal,ses-11+,441,0.014417514462195238,0.02144463758080028,-0.0309427605942483,0.0458430479608868,0.3100011639992813,,0.14788024460770438,
+pythia-410m-full,Orth,ses-11,231,-0.007608456457380518,0.006155146204578682,-0.0188786542334241,-0.0002713289442177,0.5256372477199311,,-0.0005161904819238931,
+pythia-410m-full,Orth,ses-11+,231,0.0022144254182587223,0.010222647341281829,-0.0169247328418104,0.0172181794224776,0.5653630359262645,,0.030455085190117068,
+pythia-410m-full,Phon,ses-11,231,-0.007608456457380518,0.006155146204578682,-0.0188786542334241,-0.0002713289442177,0.5256372477199311,,-0.0005161904819238931,
+pythia-410m-full,Phon,ses-11+,231,0.0022144254182587223,0.010222647341281829,-0.0169247328418104,0.0172181794224776,0.5653630359262645,,0.030455085190117068,
+pythia-410m-full,Sem,ses-11,231,-0.008941170001632765,0.02075238238882278,-0.0312596058939716,0.0268776720661515,0.3510289007265154,,0.07656825979434594,
+pythia-410m-full,Sem,ses-11+,231,-0.0070618906703392445,0.016644683267795734,-0.0266735964545,0.0165160216436722,0.3901386367174326,,0.04233372470523685,
+pythia-410m-full,SemLocal,ses-11,231,0.017893405515736035,0.008109220300201758,0.001031729690784,0.0284262728934438,0.2647704592119395,,0.10736195034012297,
+pythia-410m-full,SemLocal,ses-11+,231,0.024587867583530862,0.023181054132372227,-0.0309427605942483,0.0458430479608868,0.3100011639992813,,0.14788024460770438,
 pythia-70m-full,Orth,ses-11,441,-0.012011756466165719,0.014641524959297322,-0.0329994727046327,0.0244375352191189,0.5256372477199311,,0.046491254805708995,
 pythia-70m-full,Orth,ses-11+,441,-0.007075449921923208,0.01805591863892419,-0.0381892478191561,0.0212923179413352,0.5653630359262645,,0.03766131952091784,
 pythia-70m-full,Phon,ses-11,441,-0.012011756466165719,0.014641524959297322,-0.0329994727046327,0.0244375352191189,0.5256372477199311,,0.046491254805708995,

alignment_by_checkpoint.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e60eaeaf68dc9cb83b1d4455ea10146b1c8e3bdf2eb1d6b503e84b14f1685989
-size 11546208
+oid sha256:cbd4d674fb9741b43f225f45b1e8dbe9d60751877744f3a023b46b79c5bb9a08
+size 11167437

alignment_by_family.csv

@@ -2,11 +2,11 @@ family,params,n_checkpoints,n_rows,n_cells,rsa_mean,rsa_sd,rsa_sd_all_rows,rsa_a
 pico-decoder-tiny,11282784.0,21,3528,8,0.005251294788689427,0.005765810379518548,0.018246395929633022,0.0538436152749142,0.0538436152749142,Orth/ses-11+,30000,0.01081943768456297,0.17695599114655475,,,,,False,5.140438390786655e-08,True,
 pico-decoder-small,64595328.0,21,3528,8,0.003533840355326311,0.012539751513951583,0.018811299968638832,0.05218683234362,0.05218683234362,SemLocal/ses-11,5000,0.019582692609216364,0.24109115900194708,,,,,False,7.842838865682486e-06,True,
 babylm-gpt2,134601216.0,9,1512,8,0.0019970468267228297,0.010354606992853975,0.014368408272905024,0.038879960106291,0.038879960106291,Sem/ses-11+,598,0.008521546645980245,0.1336935990469951,,,,,False,1.7500429581915914e-06,True,
+pythia-410m-full,505997504.0,11,1848,8,0.0019612687936314114,0.012813854059686084,0.018505213175987724,0.0458430479608868,0.0458430479608868,SemLocal/ses-11+,2,0.011463653607020301,0.2198489832195564,,,,,False,7.259310060524262e-06,True,
 pico-decoder-large,569808384.0,21,3528,8,0.001469284797682733,0.0090096032396843,0.01811139399318454,0.0474267552049968,0.0474267552049968,Sem/ses-11,5000,0.010789193367269153,0.25570031833378853,,,,,False,6.318255982825595e-07,True,
+pico-decoder-medium,181095168.0,21,3528,8,-0.0007405860083300555,0.008610867813134158,0.018304308991617665,0.0476085825288689,0.0476085825288689,SemLocal/ses-11,3000,0.0035256240172323117,0.21994069815827924,,,,,False,4.18960172051804e-07,True,
 beetle-humanscale-eng,193811712.0,18,3024,8,-0.0014000188992872589,0.01216257235214028,0.02160052550323741,0.0423209417357121,-0.0423209417357121,SemLocal/ses-11+,64,-0.013035081076554697,0.20295805849185103,,,,,False,4.748218928099878e-06,True,
-pico-decoder-medium,181095168.0,20,3360,8,-0.0014365155449916865,0.008293250373686929,0.018008490361364815,0.0476085825288689,0.0476085825288689,SemLocal/ses-11,3000,0.0015248733716599638,0.21994069815827924,,,,,False,3.5709273387572856e-07,True,
 pythia-70m-full,95592496.0,21,3528,8,-0.0016184310609294343,0.010302304259638117,0.017592638596470866,0.0381892478191561,-0.0381892478191561,Orth/ses-11+,43000,0.0033361782410387506,0.16992331930509266,,,,,False,1.6036890683094196e-06,True,
-pythia-410m-full,505997504.0,21,3528,8,-0.004629722353618491,0.010222754669397309,0.01767148368669104,0.0458430479608868,0.0458430479608868,SemLocal/ses-11+,2,-0.006024377256268457,0.2198489832195564,,,,,False,2.3483028743583153e-06,True,
 beetle-fineweb3-eng,193804032.0,19,3192,8,-0.00571925756194484,0.011927107244843757,0.02318231649578446,0.0504311720271701,-0.0504311720271701,SemLocal/ses-11,32,-0.016588285089650632,0.2348562597747442,,,,,False,7.743900944666366e-06,True,
 pythia-1b-full,1078891008.0,21,3528,8,-0.009824357400176993,0.00453911445731707,0.01569999233647885,0.046133118202689,-0.046133118202689,Orth/ses-11+,4000,-0.028790633822719115,0.17792981569917005,,,,,False,2.070041782407367e-08,True,
 pythia-160m-full,212654688.0,21,3528,8,-0.011560903523515173,0.0058416820141283035,0.015654362609215128,0.0423063352010579,-0.0423063352010579,SemLocal/ses-11,0,-0.02929881829885819,0.1954455353716226,,,,,False,1.6041519666440316e-07,True,

scale_ladder.csv

@@ -1,6 +1,6 @@
 family,params,n_checkpoints,n_rows,n_cells,rsa_mean,rsa_sd,rsa_sd_all_rows,rsa_abs_max,best_rsa,best_cell,best_step,frac_of_ceiling_mean,frac_of_ceiling_abs_max,seed_null_sd,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,p_equivalence_tost,equivalent_to_zero,mean_in_seed_sd,scale_trend_rho,scale_trend_p,scale_trend_n
-pythia-70m-full,95592496.0,21,3528,8,-0.0016184310609294343,0.010302304259638117,0.017592638596470866,0.0381892478191561,-0.0381892478191561,Orth/ses-11+,43000,0.0033361782410387506,0.16992331930509266,,,,,False,1.6036890683094196e-06,True,,-0.34779317689787076,0.027874566812770417,40
-pythia-160m-full,212654688.0,21,3528,8,-0.011560903523515173,0.0058416820141283035,0.015654362609215128,0.0423063352010579,-0.0423063352010579,SemLocal/ses-11,0,-0.02929881829885819,0.1954455353716226,,,,,False,1.6041519666440316e-07,True,,-0.34779317689787076,0.027874566812770417,40
-pythia-410m-full,505997504.0,21,3528,8,-0.004629722353618491,0.010222754669397309,0.01767148368669104,0.0458430479608868,0.0458430479608868,SemLocal/ses-11+,2,-0.006024377256268457,0.2198489832195564,,,,,False,2.3483028743583153e-06,True,,-0.34779317689787076,0.027874566812770417,40
-pythia-1b-full,1078891008.0,21,3528,8,-0.009824357400176993,0.00453911445731707,0.01569999233647885,0.046133118202689,-0.046133118202689,Orth/ses-11+,4000,-0.028790633822719115,0.17792981569917005,,,,,False,2.070041782407367e-08,True,,-0.34779317689787076,0.027874566812770417,40
-pythia-1.4b-full,1515311488.0,21,3528,8,-0.013529707048611558,0.004368473859165732,0.017007728717004136,0.0594907030612743,-0.0594907030612743,Orth/ses-11,8000,-0.034429796493913915,0.21160163711481234,,,,,False,3.1031636630886953e-08,True,,-0.34779317689787076,0.027874566812770417,40
+pythia-70m-full,95592496.0,21,3528,8,-0.0016184310609294343,0.010302304259638117,0.017592638596470866,0.0381892478191561,-0.0381892478191561,Orth/ses-11+,43000,0.0033361782410387506,0.16992331930509266,,,,,False,1.6036890683094196e-06,True,,-0.34013253423492207,0.031756759970412475,40
+pythia-160m-full,212654688.0,21,3528,8,-0.011560903523515173,0.0058416820141283035,0.015654362609215128,0.0423063352010579,-0.0423063352010579,SemLocal/ses-11,0,-0.02929881829885819,0.1954455353716226,,,,,False,1.6041519666440316e-07,True,,-0.34013253423492207,0.031756759970412475,40
+pythia-410m-full,505997504.0,11,1848,8,0.0019612687936314114,0.012813854059686084,0.018505213175987724,0.0458430479608868,0.0458430479608868,SemLocal/ses-11+,2,0.011463653607020301,0.2198489832195564,,,,,False,7.259310060524262e-06,True,,-0.34013253423492207,0.031756759970412475,40
+pythia-1b-full,1078891008.0,21,3528,8,-0.009824357400176993,0.00453911445731707,0.01569999233647885,0.046133118202689,-0.046133118202689,Orth/ses-11+,4000,-0.028790633822719115,0.17792981569917005,,,,,False,2.070041782407367e-08,True,,-0.34013253423492207,0.031756759970412475,40
+pythia-1.4b-full,1515311488.0,21,3528,8,-0.013529707048611558,0.004368473859165732,0.017007728717004136,0.0594907030612743,-0.0594907030612743,Orth/ses-11,8000,-0.034429796493913915,0.21160163711481234,,,,,False,3.1031636630886953e-08,True,,-0.34013253423492207,0.031756759970412475,40

seed_null_comparison.csv

@@ -2,11 +2,11 @@ family,rsa_mean,rsa_sd,mean_in_seed_sd,rsa_abs_max,null_max_p50,null_max_p95,bes
 pico-decoder-tiny,0.005251294788689427,0.005765810379518548,,0.0538436152749142,,,,False,0.17695599114655475,5.140438390786655e-08,True
 pico-decoder-small,0.003533840355326311,0.012539751513951583,,0.05218683234362,,,,False,0.24109115900194708,7.842838865682486e-06,True
 babylm-gpt2,0.0019970468267228297,0.010354606992853975,,0.038879960106291,,,,False,0.1336935990469951,1.7500429581915914e-06,True
+pythia-410m-full,0.0019612687936314114,0.012813854059686084,,0.0458430479608868,,,,False,0.2198489832195564,7.259310060524262e-06,True
 pico-decoder-large,0.001469284797682733,0.0090096032396843,,0.0474267552049968,,,,False,0.25570031833378853,6.318255982825595e-07,True
+pico-decoder-medium,-0.0007405860083300555,0.008610867813134158,,0.0476085825288689,,,,False,0.21994069815827924,4.18960172051804e-07,True
 beetle-humanscale-eng,-0.0014000188992872589,0.01216257235214028,,0.0423209417357121,,,,False,0.20295805849185103,4.748218928099878e-06,True
-pico-decoder-medium,-0.0014365155449916865,0.008293250373686929,,0.0476085825288689,,,,False,0.21994069815827924,3.5709273387572856e-07,True
 pythia-70m-full,-0.0016184310609294343,0.010302304259638117,,0.0381892478191561,,,,False,0.16992331930509266,1.6036890683094196e-06,True
-pythia-410m-full,-0.004629722353618491,0.010222754669397309,,0.0458430479608868,,,,False,0.2198489832195564,2.3483028743583153e-06,True
 beetle-fineweb3-eng,-0.00571925756194484,0.011927107244843757,,0.0504311720271701,,,,False,0.2348562597747442,7.743900944666366e-06,True
 pythia-1b-full,-0.009824357400176993,0.00453911445731707,,0.046133118202689,,,,False,0.17792981569917005,2.070041782407367e-08,True
 pythia-160m-full,-0.011560903523515173,0.0058416820141283035,,0.0423063352010579,,,,False,0.1954455353716226,1.6041519666440316e-07,True

summary.json

@@ -2,7 +2,7 @@
   "dataset": "ds003604",
   "rdms": "within-run normalised",
   "n_families": 15,
-  "n_rows": 43848,
+  "n_rows": 42336,
   "n_cells": 8,
   "ceiling_lower_mean": 0.41321425967386266,
   "best_rsa_abs": 0.0690762309770627,
@@ -12,15 +12,15 @@
   "families_beating_null_max": 0,
   "families_equivalent_to_zero": 15,
   "sesoi": 0.05,
-  "scale_trend_rho": -0.34779317689787076,
-  "scale_trend_p": 0.027874566812770417,
-  "var_pct_cell": 7.517611243245288,
-  "var_pct_family": 16.505318355542908,
-  "var_pct_residual": 75.9747897954829,
+  "scale_trend_rho": -0.34013253423492207,
+  "scale_trend_p": 0.031756759970412475,
+  "var_pct_cell": 6.932372125498332,
+  "var_pct_family": 17.301898214431986,
+  "var_pct_residual": 75.76336760413618,
   "untrained_mean": -0.0004713113131062314,
   "untrained_n": 1848,
-  "trained_mean": -0.0060238213014741256,
-  "trained_n": 42000,
-  "untrained_vs_trained_t": 11.001726568597737,
-  "untrained_vs_trained_p": 2.191007122845108e-27
+  "trained_mean": -0.005701158483351431,
+  "trained_n": 40488,
+  "untrained_vs_trained_t": 10.347354276574958,
+  "untrained_vs_trained_p": 1.714656436720535e-24
 }

training_trend.csv

@@ -11,6 +11,6 @@ pythia-1b-full,8,-0.04352062587441752,0.6458059075280298,-0.190606678065717,0.85
 pythia-160m-full,8,-0.047742776145816235,0.6743690818335736,-0.20024192493278858,0.8469846760826647
 pythia-1.4b-full,8,-0.11286132456238859,0.3863319424291648,-0.8262843339327898,0.43589743648595614
 pico-decoder-small,8,-0.12987012987012986,0.2590966050866248,-1.4177267891880538,0.1992123167581927
-pico-decoder-medium,8,-0.2851503759398496,0.3217703160004274,-2.506530334944796,0.04060245039292304
+pythia-410m-full,8,-0.19931714581546478,0.6216924578812613,-0.9068053094495239,0.3946525663582001
+pico-decoder-medium,8,-0.23831168831168834,0.31561228184229845,-2.1356812841068056,0.0700798043177341
 pico-decoder-large,8,-0.39464285714285713,0.2879968173978896,-3.875801725225496,0.006085892144156609
-pythia-410m-full,8,-0.39801885827685546,0.5563543552587521,-2.02347177526307,0.08270560591041042