Hugging Face's logo

Buckets:
ProjectNeura
/
varest_weights

Files
xet
ProjectNeura/varest_weights / methods /vflowopt /calibration /strategy_b128.json
charlesgchen's picture
charlesgchen
download
raw
32.4 kB
{
"budget_tokens": 128,
"strategy": {
"r1": 0.2893797088086464,
"r2": 0.7852591759407808,
"r3": 0.7099236641221374,
"t": 10.153061236738473,
"alpha": 0.19773093297707223,
"a": 22.799924981717606,
"n_visual": 576,
"grid_side": 24,
"stages": {
"l1": 10,
"l2": 10,
"l3": 12
},
"prune_layers": [
10,
20
],
"keeps": [
167,
131,
93
],
"n_cells": 4,
"layer_average_tokens": 128.0
},
"objective": {
"best_similarity_sum": 29.251815795898438,
"best_mean_similarity": 0.9750605265299479,
"n_samples": 30,
"reference_hidden_state_norm": 111.59986114501953
},
"search": {
"n_calls": 50,
"n_initial_points": 27,
"random_state": 42,
"acq_func": "EI",
"budget_mode": "integer",
"seconds": 88.68596839997917
},
"trials": [
{
"index": 0,
"point": [
0.3107269985400259,
0.6189362352708765,
38.984550013638476,
15.533853316876229,
-0.1083344942928175
],
"r1": 0.3107269985400259,
"r2": 0.6189362352708765,
"r3": 0.8918918918918919,
"t": 38.984550013638476,
"alpha": -0.1083344942928175,
"a": 15.533853316876229,
"keeps": [
179,
111,
99
],
"layer_average_tokens": 127.75,
"similarity_sum": 20.640405625104904,
"mean_similarity": 0.6880135208368301,
"failed_samples": 0,
"seconds": 1.4250206709839404
},
{
"index": 1,
"point": [
0.2333305462020003,
0.7476494829174047,
16.685430556951093,
6.000203176360757,
0.301776945897706
],
"r1": 0.2333305462020003,
"r2": 0.7476494829174047,
"r3": 1.0,
"t": 16.685430556951093,
"alpha": 0.301776945897706,
"a": 6.000203176360757,
"keeps": [
134,
100,
100
],
"layer_average_tokens": 110.625,
"similarity_sum": 29.116692185401917,
"mean_similarity": 0.9705564061800639,
"failed_samples": 0,
"seconds": 1.348205516114831
},
{
"index": 2,
"point": [
0.22849017544745556,
0.8702660937245182,
46.92763545078752,
3.016354082661301,
0.9844231185824355
],
"r1": 0.22849017544745556,
"r2": 0.8702660937245182,
"r3": 1.0,
"t": 46.92763545078752,
"alpha": 0.9844231185824355,
"a": 3.016354082661301,
"keeps": [
132,
115,
115
],
"layer_average_tokens": 120.3125,
"similarity_sum": 29.0462606549263,
"mean_similarity": 0.9682086884975434,
"failed_samples": 0,
"seconds": 1.3941576639190316
},
{
"index": 3,
"point": [
0.290831278847524,
0.8187714748945312,
0.3533152609858704,
3.484310925869731,
0.04954932051677852
],
"r1": 0.290831278847524,
"r2": 0.8187714748945312,
"r3": 0.6231884057971014,
"t": 0.3533152609858704,
"alpha": 0.04954932051677852,
"a": 3.484310925869731,
"keeps": [
168,
138,
86
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.194791972637177,
"mean_similarity": 0.9731597324212392,
"failed_samples": 0,
"seconds": 1.3418637220747769
},
{
"index": 4,
"point": [
0.2666512190794728,
0.5551106428330206,
48.68777594207297,
7.88819814903639,
-0.8187871309343584
],
"r1": 0.2666512190794728,
"r2": 0.5551106428330206,
"r3": 1.0,
"t": 48.68777594207297,
"alpha": -0.8187871309343584,
"a": 7.88819814903639,
"keeps": [
154,
85,
85
],
"layer_average_tokens": 106.5625,
"similarity_sum": 28.948897063732147,
"mean_similarity": 0.9649632354577382,
"failed_samples": 0,
"seconds": 1.344905852805823
},
{
"index": 5,
"point": [
0.2909317788147875,
0.711815595924676,
49.16154429033942,
12.802020758207581,
0.7198808134726415
],
"r1": 0.2909317788147875,
"r2": 0.711815595924676,
"r3": 0.8416666666666667,
"t": 49.16154429033942,
"alpha": 0.7198808134726415,
"a": 12.802020758207581,
"keeps": [
168,
120,
101
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.207196593284607,
"mean_similarity": 0.9735732197761535,
"failed_samples": 0,
"seconds": 1.3541663251817226
},
{
"index": 6,
"point": [
0.29781194873197553,
0.7435663175857867,
0.6632480579933266,
22.786236869381913,
0.1265764356910788
],
"r1": 0.29781194873197553,
"r2": 0.7435663175857867,
"r3": 0.7109375,
"t": 0.6632480579933266,
"alpha": 0.1265764356910788,
"a": 22.786236869381913,
"keeps": [
172,
128,
91
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.202250242233276,
"mean_similarity": 0.9734083414077759,
"failed_samples": 0,
"seconds": 1.3763399578165263
},
{
"index": 7,
"point": [
0.2650462780599907,
0.5407842510361,
11.544691281107452,
8.061534786546247,
0.36652703765091665
],
"r1": 0.2650462780599907,
"r2": 0.5407842510361,
"r3": 1.0,
"t": 11.544691281107452,
"alpha": 0.36652703765091665,
"a": 8.061534786546247,
"keeps": [
153,
83,
83
],
"layer_average_tokens": 104.875,
"similarity_sum": 29.06832194328308,
"mean_similarity": 0.9689440647761027,
"failed_samples": 0,
"seconds": 1.3153400029987097
},
{
"index": 8,
"point": [
0.28999962864251344,
0.9221576254768769,
8.668232675388605,
11.21227275903806,
-0.6355278244238753
],
"r1": 0.28999962864251344,
"r2": 0.9221576254768769,
"r3": 0.474025974025974,
"t": 8.668232675388605,
"alpha": -0.6355278244238753,
"a": 11.21227275903806,
"keeps": [
167,
154,
73
],
"layer_average_tokens": 127.6875,
"similarity_sum": 29.07024997472763,
"mean_similarity": 0.969008332490921,
"failed_samples": 0,
"seconds": 1.4152846259530634
},
{
"index": 9,
"point": [
0.3061512678130725,
0.7317394080959142,
10.397083143409445,
14.921706884219823,
-0.9373734150888828
],
"r1": 0.3061512678130725,
"r2": 0.7317394080959142,
"r3": 0.6744186046511628,
"t": 10.397083143409445,
"alpha": -0.9373734150888828,
"a": 14.921706884219823,
"keeps": [
176,
129,
87
],
"layer_average_tokens": 127.9375,
"similarity_sum": 28.801075100898743,
"mean_similarity": 0.9600358366966247,
"failed_samples": 0,
"seconds": 1.4283074070699513
},
{
"index": 10,
"point": [
0.3158094193994443,
0.7432185955725573,
19.757511800090725,
22.459836181669683,
0.454543991712842
],
"r1": 0.3158094193994443,
"r2": 0.7432185955725573,
"r3": 0.5703703703703704,
"t": 19.757511800090725,
"alpha": 0.454543991712842,
"a": 22.459836181669683,
"keeps": [
182,
135,
77
],
"layer_average_tokens": 127.9375,
"similarity_sum": 29.214821457862854,
"mean_similarity": 0.9738273819287618,
"failed_samples": 0,
"seconds": 1.3579653401393443
},
{
"index": 11,
"point": [
0.25850452986731504,
0.7995405213891864,
26.04171300129119,
23.184612511336336,
0.6890676973563032
],
"r1": 0.25850452986731504,
"r2": 0.7995405213891864,
"r3": 0.9915966386554622,
"t": 26.04171300129119,
"alpha": 0.6890676973563032,
"a": 23.184612511336336,
"keeps": [
149,
119,
118
],
"layer_average_tokens": 128.0,
"similarity_sum": 29.1768838763237,
"mean_similarity": 0.9725627958774566,
"failed_samples": 0,
"seconds": 1.3093284459318966
},
{
"index": 12,
"point": [
0.30525779001526454,
0.7851896617815706,
29.337558283192415,
23.270361452546904,
0.21406849537336958
],
"r1": 0.30525779001526454,
"r2": 0.7851896617815706,
"r3": 0.572463768115942,
"t": 29.337558283192415,
"alpha": 0.21406849537336958,
"a": 23.270361452546904,
"keeps": [
176,
138,
79
],
"layer_average_tokens": 127.75,
"similarity_sum": 29.21531456708908,
"mean_similarity": 0.9738438189029693,
"failed_samples": 0,
"seconds": 1.4267062309663743
},
{
"index": 13,
"point": [
0.2528887980025048,
0.6715943026619051,
8.263346953150126,
3.3283645415650724,
-0.15319703858726053
],
"r1": 0.2528887980025048,
"r2": 0.6715943026619051,
"r3": 1.0,
"t": 8.263346953150126,
"alpha": -0.15319703858726053,
"a": 3.3283645415650724,
"keeps": [
146,
98,
98
],
"layer_average_tokens": 113.0,
"similarity_sum": 8.873392809182405,
"mean_similarity": 0.29577976030608016,
"failed_samples": 0,
"seconds": 1.348003457998857
},
{
"index": 14,
"point": [
0.2660979464639522,
0.6702944815350844,
0.703991135754223,
7.1756904858649095,
0.42268390549730017
],
"r1": 0.2660979464639522,
"r2": 0.6702944815350844,
"r3": 1.0,
"t": 0.703991135754223,
"alpha": 0.42268390549730017,
"a": 7.1756904858649095,
"keeps": [
153,
103,
103
],
"layer_average_tokens": 118.625,
"similarity_sum": 29.128469467163086,
"mean_similarity": 0.9709489822387696,
"failed_samples": 0,
"seconds": 1.3652125450316817
},
{
"index": 15,
"point": [
0.31001950450346727,
0.8161146548978053,
46.31504392566746,
16.672617535540837,
0.829919351087562
],
"r1": 0.31001950450346727,
"r2": 0.8161146548978053,
"r3": 0.4794520547945205,
"t": 46.31504392566746,
"alpha": 0.829919351087562,
"a": 16.672617535540837,
"keeps": [
179,
146,
70
],
"layer_average_tokens": 127.8125,
"similarity_sum": 29.18369621038437,
"mean_similarity": 0.972789873679479,
"failed_samples": 0,
"seconds": 1.3730723119806498
},
{
"index": 16,
"point": [
0.3166709530877555,
0.743076981264495,
4.770505824520567,
10.787183296163594,
0.3376825053272148
],
"r1": 0.3166709530877555,
"r2": 0.743076981264495,
"r3": 0.5703703703703704,
"t": 4.770505824520567,
"alpha": 0.3376825053272148,
"a": 10.787183296163594,
"keeps": [
182,
135,
77
],
"layer_average_tokens": 127.9375,
"similarity_sum": 29.19322097301483,
"mean_similarity": 0.9731073657671611,
"failed_samples": 0,
"seconds": 1.4757582740858197
},
{
"index": 17,
"point": [
0.29621359517972184,
0.8092723009302727,
13.73608964950321,
14.786111942801726,
-0.2341462504924201
],
"r1": 0.29621359517972184,
"r2": 0.8092723009302727,
"r3": 0.6014492753623188,
"t": 13.73608964950321,
"alpha": -0.2341462504924201,
"a": 14.786111942801726,
"keeps": [
171,
138,
83
],
"layer_average_tokens": 127.6875,
"similarity_sum": 24.0458415299654,
"mean_similarity": 0.8015280509988467,
"failed_samples": 0,
"seconds": 1.3857108540832996
},
{
"index": 18,
"point": [
0.33019023282101156,
0.9294931179908392,
36.08647605824367,
7.955683314728072,
-0.48786335447735196
],
"r1": 0.33019023282101156,
"r2": 0.9294931179908392,
"r3": 0.1977401129943503,
"t": 36.08647605824367,
"alpha": -0.48786335447735196,
"a": 7.955683314728072,
"keeps": [
190,
177,
35
],
"layer_average_tokens": 127.8125,
"similarity_sum": 29.140527606010437,
"mean_similarity": 0.9713509202003479,
"failed_samples": 0,
"seconds": 1.3584541438613087
},
{
"index": 19,
"point": [
0.2267148432820479,
0.8649760151867008,
5.544541040591568,
12.226066539181176,
-0.5965615953292075
],
"r1": 0.2267148432820479,
"r2": 0.8649760151867008,
"r3": 1.0,
"t": 5.544541040591568,
"alpha": -0.5965615953292075,
"a": 12.226066539181176,
"keeps": [
131,
113,
113
],
"layer_average_tokens": 118.625,
"similarity_sum": 29.04898363351822,
"mean_similarity": 0.9682994544506073,
"failed_samples": 0,
"seconds": 1.3461548590566963
},
{
"index": 20,
"point": [
0.32175151063039104,
0.7551727708183189,
28.16377859881919,
17.60583781494868,
-0.7213370911882486
],
"r1": 0.32175151063039104,
"r2": 0.7551727708183189,
"r3": 0.5,
"t": 28.16377859881919,
"alpha": -0.7213370911882486,
"a": 17.60583781494868,
"keeps": [
185,
140,
70
],
"layer_average_tokens": 127.8125,
"similarity_sum": 29.175783395767212,
"mean_similarity": 0.9725261131922404,
"failed_samples": 0,
"seconds": 1.3785593211650848
},
{
"index": 21,
"point": [
0.2893797088086464,
0.7852591759407808,
10.153061236738473,
22.799924981717606,
0.19773093297707223
],
"r1": 0.2893797088086464,
"r2": 0.7852591759407808,
"r3": 0.7099236641221374,
"t": 10.153061236738473,
"alpha": 0.19773093297707223,
"a": 22.799924981717606,
"keeps": [
167,
131,
93
],
"layer_average_tokens": 128.0,
"similarity_sum": 29.251815795898438,
"mean_similarity": 0.9750605265299479,
"failed_samples": 0,
"seconds": 1.418948631035164
},
{
"index": 22,
"point": [
0.2994205481155227,
0.944218324873787,
31.217702406689668,
9.208307402591995,
-0.7890114803394588
],
"r1": 0.2994205481155227,
"r2": 0.944218324873787,
"r3": 0.3888888888888889,
"t": 31.217702406689668,
"alpha": -0.7890114803394588,
"a": 9.208307402591995,
"keeps": [
172,
162,
63
],
"layer_average_tokens": 128.0,
"similarity_sum": 27.61995154619217,
"mean_similarity": 0.920665051539739,
"failed_samples": 0,
"seconds": 1.4026334581431001
},
{
"index": 23,
"point": [
0.27294828560921225,
0.6352722040345223,
20.825497393518315,
21.54888543729624,
-0.35130995798945197
],
"r1": 0.27294828560921225,
"r2": 0.6352722040345223,
"r3": 1.0,
"t": 20.825497393518315,
"alpha": -0.35130995798945197,
"a": 21.54888543729624,
"keeps": [
157,
100,
100
],
"layer_average_tokens": 117.8125,
"similarity_sum": 29.165589690208435,
"mean_similarity": 0.9721863230069479,
"failed_samples": 0,
"seconds": 1.3172175199724734
},
{
"index": 24,
"point": [
0.23578755052229702,
0.699605657769255,
45.34142207728771,
8.714777237077342,
0.29538024108272487
],
"r1": 0.23578755052229702,
"r2": 0.699605657769255,
"r3": 1.0,
"t": 45.34142207728771,
"alpha": 0.29538024108272487,
"a": 8.714777237077342,
"keeps": [
136,
95,
95
],
"layer_average_tokens": 107.8125,
"similarity_sum": 29.088173806667328,
"mean_similarity": 0.9696057935555776,
"failed_samples": 0,
"seconds": 1.4101602318696678
},
{
"index": 25,
"point": [
0.22228004188836842,
0.6978654662892789,
15.239062907901454,
6.457772916001777,
0.06817883875088415
],
"r1": 0.22228004188836842,
"r2": 0.6978654662892789,
"r3": 1.0,
"t": 15.239062907901454,
"alpha": 0.06817883875088415,
"a": 6.457772916001777,
"keeps": [
128,
89,
89
],
"layer_average_tokens": 101.1875,
"similarity_sum": 29.014215171337128,
"mean_similarity": 0.9671405057112376,
"failed_samples": 0,
"seconds": 1.3302761500235647
},
{
"index": 26,
"point": [
0.276092219039887,
0.8564701486821262,
13.470616689926077,
8.12663596720326,
-0.6634179156541389
],
"r1": 0.276092219039887,
"r2": 0.8564701486821262,
"r3": 0.6985294117647058,
"t": 13.470616689926077,
"alpha": -0.6634179156541389,
"a": 8.12663596720326,
"keeps": [
159,
136,
95
],
"layer_average_tokens": 127.8125,
"similarity_sum": 29.194221019744873,
"mean_similarity": 0.9731407006581624,
"failed_samples": 0,
"seconds": 1.4611006129998714
},
{
"index": 27,
"point": [
0.3039891157506039,
0.5727132424365476,
49.00167708399342,
20.812118173383666,
-0.025336610054490505
],
"r1": 0.3039891157506039,
"r2": 0.5727132424365476,
"r3": 1.0,
"t": 49.00167708399342,
"alpha": -0.025336610054490505,
"a": 20.812118173383666,
"keeps": [
175,
100,
100
],
"layer_average_tokens": 123.4375,
"similarity_sum": 29.177733600139618,
"mean_similarity": 0.972591120004654,
"failed_samples": 0,
"seconds": 1.378010013140738
},
{
"index": 28,
"point": [
0.2933407491682499,
0.6126533779969167,
31.030796510702725,
23.833118047875796,
-0.44044626372430007
],
"r1": 0.2933407491682499,
"r2": 0.6126533779969167,
"r3": 1.0,
"t": 31.030796510702725,
"alpha": -0.44044626372430007,
"a": 23.833118047875796,
"keeps": [
169,
104,
104
],
"layer_average_tokens": 124.3125,
"similarity_sum": 29.173022985458374,
"mean_similarity": 0.9724340995152791,
"failed_samples": 0,
"seconds": 1.4057693760842085
},
{
"index": 29,
"point": [
0.2691850997082905,
0.7698106848076256,
34.64509753814304,
12.20698453198423,
0.5689687293499202
],
"r1": 0.2691850997082905,
"r2": 0.7698106848076256,
"r3": 0.9495798319327731,
"t": 34.64509753814304,
"alpha": 0.5689687293499202,
"a": 12.20698453198423,
"keeps": [
155,
119,
113
],
"layer_average_tokens": 128.0,
"similarity_sum": 29.20773696899414,
"mean_similarity": 0.9735912322998047,
"failed_samples": 0,
"seconds": 1.4114933551754802
},
{
"index": 30,
"point": [
0.3333333333333333,
1.0,
38.92735047410965,
24.0,
0.011137596733406419
],
"r1": 0.3333333333333333,
"r2": 1.0,
"r3": 0.109375,
"t": 38.92735047410965,
"alpha": 0.011137596733406419,
"a": 24.0,
"keeps": [
192,
192,
21
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.038747668266296,
"mean_similarity": 0.9679582556088765,
"failed_samples": 0,
"seconds": 1.4562255321070552
},
{
"index": 31,
"point": [
0.2720497219770366,
0.5333333333333333,
0.0,
24.0,
1.0
],
"r1": 0.2720497219770366,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 0.0,
"alpha": 1.0,
"a": 24.0,
"keeps": [
157,
84,
84
],
"layer_average_tokens": 106.8125,
"similarity_sum": 29.100596964359283,
"mean_similarity": 0.9700198988119761,
"failed_samples": 0,
"seconds": 1.3318038650322706
},
{
"index": 32,
"point": [
0.28484578529308924,
0.5775848138748554,
47.82231842825779,
9.096241689993702,
-0.8729488628112908
],
"r1": 0.28484578529308924,
"r2": 0.5775848138748554,
"r3": 1.0,
"t": 47.82231842825779,
"alpha": -0.8729488628112908,
"a": 9.096241689993702,
"keeps": [
164,
95,
95
],
"layer_average_tokens": 116.5625,
"similarity_sum": 27.50223918259144,
"mean_similarity": 0.9167413060863813,
"failed_samples": 0,
"seconds": 1.4015834119636565
},
{
"index": 33,
"point": [
0.2222222222222222,
1.0,
0.0,
6.425918537576955,
-1.0
],
"r1": 0.2222222222222222,
"r2": 1.0,
"r3": 1.0,
"t": 0.0,
"alpha": -1.0,
"a": 6.425918537576955,
"keeps": [
128,
128,
128
],
"layer_average_tokens": 128.0,
"similarity_sum": 28.021237790584564,
"mean_similarity": 0.9340412596861521,
"failed_samples": 1,
"seconds": 1.4205508138984442
},
{
"index": 34,
"point": [
0.2222222222222222,
0.5333333333333333,
0.0,
24.0,
-1.0
],
"r1": 0.2222222222222222,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 0.0,
"alpha": -1.0,
"a": 24.0,
"keeps": [
128,
68,
68
],
"layer_average_tokens": 86.75,
"similarity_sum": 28.71022868156433,
"mean_similarity": 0.957007622718811,
"failed_samples": 0,
"seconds": 1.263050592970103
},
{
"index": 35,
"point": [
0.3333333333333333,
1.0,
2.9392406157771522,
3.0,
0.13047824567869037
],
"r1": 0.3333333333333333,
"r2": 1.0,
"r3": 0.109375,
"t": 2.9392406157771522,
"alpha": 0.13047824567869037,
"a": 3.0,
"keeps": [
192,
192,
21
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.014937222003937,
"mean_similarity": 0.9671645740667979,
"failed_samples": 0,
"seconds": 1.4408691111020744
},
{
"index": 36,
"point": [
0.3333333333333333,
0.8567032483264816,
0.0,
5.203293820899786,
-1.0
],
"r1": 0.3333333333333333,
"r2": 0.8567032483264816,
"r3": 0.2682926829268293,
"t": 0.0,
"alpha": -1.0,
"a": 5.203293820899786,
"keeps": [
192,
164,
44
],
"layer_average_tokens": 127.75,
"similarity_sum": 27.983927816152573,
"mean_similarity": 0.9327975938717524,
"failed_samples": 0,
"seconds": 1.4531140818726271
},
{
"index": 37,
"point": [
0.2667350173481666,
0.8636980639315017,
48.88557470902313,
18.82547377215748,
1.0
],
"r1": 0.2667350173481666,
"r2": 0.8636980639315017,
"r3": 0.7669172932330827,
"t": 48.88557470902313,
"alpha": 1.0,
"a": 18.82547377215748,
"keeps": [
154,
133,
102
],
"layer_average_tokens": 127.9375,
"similarity_sum": 29.210909843444824,
"mean_similarity": 0.9736969947814942,
"failed_samples": 0,
"seconds": 1.4160748880822212
},
{
"index": 38,
"point": [
0.2978945893809661,
0.9340530237891874,
40.1212436323329,
24.0,
-0.30001193096521206
],
"r1": 0.2978945893809661,
"r2": 0.9340530237891874,
"r3": 0.391304347826087,
"t": 40.1212436323329,
"alpha": -0.30001193096521206,
"a": 24.0,
"keeps": [
172,
161,
63
],
"layer_average_tokens": 127.6875,
"similarity_sum": 29.241545259952545,
"mean_similarity": 0.9747181753317515,
"failed_samples": 0,
"seconds": 1.4065713388845325
},
{
"index": 39,
"point": [
0.31384813167698206,
0.6873310576938637,
35.840573944520706,
3.0,
0.6251534491926172
],
"r1": 0.31384813167698206,
"r2": 0.6873310576938637,
"r3": 0.7016129032258065,
"t": 35.840573944520706,
"alpha": 0.6251534491926172,
"a": 3.0,
"keeps": [
181,
124,
87
],
"layer_average_tokens": 127.9375,
"similarity_sum": 29.161116242408752,
"mean_similarity": 0.9720372080802917,
"failed_samples": 0,
"seconds": 1.3812134948093444
},
{
"index": 40,
"point": [
0.29573596771976673,
0.8358720080739478,
49.226016401767296,
3.0,
0.8916344357896864
],
"r1": 0.29573596771976673,
"r2": 0.8358720080739478,
"r3": 0.5704225352112676,
"t": 49.226016401767296,
"alpha": 0.8916344357896864,
"a": 3.0,
"keeps": [
170,
142,
81
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.127131462097168,
"mean_similarity": 0.9709043820699056,
"failed_samples": 0,
"seconds": 1.4651936599984765
},
{
"index": 41,
"point": [
0.28841316469274847,
0.8439641758834466,
2.8312243407189146,
3.0,
0.5126871175066683
],
"r1": 0.28841316469274847,
"r2": 0.8439641758834466,
"r3": 0.6142857142857143,
"t": 2.8312243407189146,
"alpha": 0.5126871175066683,
"a": 3.0,
"keeps": [
166,
140,
86
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.15632516145706,
"mean_similarity": 0.9718775053819021,
"failed_samples": 0,
"seconds": 1.4548959920648485
},
{
"index": 42,
"point": [
0.25423728523317524,
0.8494803918742686,
7.1900059101324185,
3.0,
0.7768365154415857
],
"r1": 0.25423728523317524,
"r2": 0.8494803918742686,
"r3": 0.9354838709677419,
"t": 7.1900059101324185,
"alpha": 0.7768365154415857,
"a": 3.0,
"keeps": [
146,
124,
116
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.112521171569824,
"mean_similarity": 0.9704173723856608,
"failed_samples": 0,
"seconds": 1.3961180159822106
},
{
"index": 43,
"point": [
0.2686070892617804,
0.5487283385893428,
45.488155716529,
24.0,
-0.5399591926472628
],
"r1": 0.2686070892617804,
"r2": 0.5487283385893428,
"r3": 1.0,
"t": 45.488155716529,
"alpha": -0.5399591926472628,
"a": 24.0,
"keeps": [
155,
85,
85
],
"layer_average_tokens": 106.875,
"similarity_sum": 29.05174070596695,
"mean_similarity": 0.968391356865565,
"failed_samples": 0,
"seconds": 1.4726568849291652
},
{
"index": 44,
"point": [
0.3227064647455927,
0.9485463713606836,
45.35546635302415,
3.0,
-0.3966558208910046
],
"r1": 0.3227064647455927,
"r2": 0.9485463713606836,
"r3": 0.2215909090909091,
"t": 45.35546635302415,
"alpha": -0.3966558208910046,
"a": 3.0,
"keeps": [
186,
176,
39
],
"layer_average_tokens": 127.75,
"similarity_sum": 15.36829892359674,
"mean_similarity": 0.5122766307865579,
"failed_samples": 0,
"seconds": 1.4459870539139956
},
{
"index": 45,
"point": [
0.2222222222222222,
0.5333333333333333,
50.0,
3.0,
-0.7808400897007105
],
"r1": 0.2222222222222222,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 50.0,
"alpha": -0.7808400897007105,
"a": 3.0,
"keeps": [
128,
68,
68
],
"layer_average_tokens": 86.75,
"similarity_sum": 22.868680112063885,
"mean_similarity": 0.7622893370687962,
"failed_samples": 0,
"seconds": 1.3263374869711697
},
{
"index": 46,
"point": [
0.3263613991459289,
0.5333333333333333,
26.998402573427054,
9.481645545528359,
-0.5458790240988036
],
"r1": 0.3263613991459289,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 26.998402573427054,
"alpha": -0.5458790240988036,
"a": 9.481645545528359,
"keeps": [
188,
100,
100
],
"layer_average_tokens": 127.5,
"similarity_sum": 29.126184046268463,
"mean_similarity": 0.9708728015422821,
"failed_samples": 0,
"seconds": 1.4371487530879676
},
{
"index": 47,
"point": [
0.32669527240418217,
0.5333333333333333,
32.201871970674475,
10.519824525828358,
1.0
],
"r1": 0.32669527240418217,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 32.201871970674475,
"alpha": 1.0,
"a": 10.519824525828358,
"keeps": [
188,
100,
100
],
"layer_average_tokens": 127.5,
"similarity_sum": 29.170918941497803,
"mean_similarity": 0.9723639647165935,
"failed_samples": 0,
"seconds": 1.3836911350954324
},
{
"index": 48,
"point": [
0.3333333333333333,
1.0,
29.62119132279649,
15.221081518796964,
-0.4712348154382944
],
"r1": 0.3333333333333333,
"r2": 1.0,
"r3": 0.109375,
"t": 29.62119132279649,
"alpha": -0.4712348154382944,
"a": 15.221081518796964,
"keeps": [
192,
192,
21
],
"layer_average_tokens": 127.875,
"similarity_sum": 29.033510506153107,
"mean_similarity": 0.9677836835384369,
"failed_samples": 0,
"seconds": 1.429756036028266
},
{
"index": 49,
"point": [
0.2222222222222222,
0.5333333333333333,
35.86876847857929,
14.008931623297647,
0.16474721583777252
],
"r1": 0.2222222222222222,
"r2": 0.5333333333333333,
"r3": 1.0,
"t": 35.86876847857929,
"alpha": 0.16474721583777252,
"a": 14.008931623297647,
"keeps": [
128,
68,
68
],
"layer_average_tokens": 86.75,
"similarity_sum": 28.83515167236328,
"mean_similarity": 0.9611717224121094,
"failed_samples": 0,
"seconds": 1.3252160870470107
}
],
"model": "llava-hf/llava-1.5-7b-hf",
"entropy_mode": "reference",
"calibration_samples": {
"mix_path": "/workspace/input/LLaVA-Tuning/llava_v1_5_mix665k.json",
"image_root": "/workspace/input/LLaVA-Tuning",
"seed": 42,
"n_samples": 30,
"entries_total": 665297,
"entries_with_image": 624609,
"entries_excluded_as_evaluation_images": 10712,
"eligible_candidates": 613897,
"missing_image_files_skipped": 0,
"evaluation_image_keys_indexed": 13278
},
"created": "2026-08-12T02:49:37"
}

Xet Storage Details

Size:
32.4 kB
·
Xet hash:
55f89055e8175ab24f375861fdc489ad9316748dde1ac046d0a214876d13f34d

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.