Hugging Face's logo

Buckets:
ProjectNeura
/
varest_weights

Files
xet
ProjectNeura/varest_weights / methods /vflowopt /calibration /strategy_b32.json
charlesgchen's picture
charlesgchen
download
raw
32.6 kB
{
"budget_tokens": 32,
"strategy": {
"r1": 0.07959425853945315,
"r2": 0.7724896511858073,
"r3": 0.4722222222222222,
"t": 50.0,
"alpha": 0.020467921635002106,
"a": 4.61,
"n_visual": 576,
"grid_side": 24,
"stages": {
"l1": 10,
"l2": 10,
"l3": 12
},
"prune_layers": [
10,
20
],
"keeps": [
46,
36,
17
],
"n_cells": 25,
"layer_average_tokens": 32.0
},
"objective": {
"best_similarity_sum": 27.630158305168152,
"best_mean_similarity": 0.9210052768389384,
"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": 81.56297096796334
},
"trials": [
{
"index": 0,
"point": [
0.07768174963500647,
0.6189362352708765,
38.984550013638476,
16.182924562582386,
-0.1083344942928175
],
"r1": 0.07768174963500647,
"r2": 0.6189362352708765,
"r3": 0.8571428571428571,
"t": 38.984550013638476,
"alpha": -0.1083344942928175,
"a": 16.182924562582386,
"keeps": [
45,
28,
24
],
"layer_average_tokens": 31.8125,
"similarity_sum": 27.345605671405792,
"mean_similarity": 0.9115201890468597,
"failed_samples": 0,
"seconds": 1.301019439008087
},
{
"index": 1,
"point": [
0.058332636550500076,
0.7476494829174047,
16.685430556951093,
7.380187599506433,
0.301776945897706
],
"r1": 0.058332636550500076,
"r2": 0.7476494829174047,
"r3": 1.0,
"t": 16.685430556951093,
"alpha": 0.301776945897706,
"a": 7.380187599506433,
"keeps": [
34,
25,
25
],
"layer_average_tokens": 27.8125,
"similarity_sum": 27.138343155384064,
"mean_similarity": 0.9046114385128021,
"failed_samples": 0,
"seconds": 1.2279388848692179
},
{
"index": 2,
"point": [
0.05712254386186389,
0.8702660937245182,
46.92763545078752,
4.625100269657268,
0.9844231185824355
],
"r1": 0.05712254386186389,
"r2": 0.8702660937245182,
"r3": 1.0,
"t": 46.92763545078752,
"alpha": 0.9844231185824355,
"a": 4.625100269657268,
"keeps": [
33,
29,
29
],
"layer_average_tokens": 30.25,
"similarity_sum": 27.207962572574615,
"mean_similarity": 0.9069320857524872,
"failed_samples": 0,
"seconds": 1.2483199289999902
},
{
"index": 3,
"point": [
0.072707819711881,
0.8187714748945312,
0.3533152609858704,
5.057180421553052,
0.04954932051677852
],
"r1": 0.072707819711881,
"r2": 0.8187714748945312,
"r3": 0.6470588235294118,
"t": 0.3533152609858704,
"alpha": 0.04954932051677852,
"a": 5.057180421553052,
"keeps": [
42,
34,
22
],
"layer_average_tokens": 32.0,
"similarity_sum": 27.424598157405853,
"mean_similarity": 0.9141532719135285,
"failed_samples": 0,
"seconds": 1.2929557100869715
},
{
"index": 4,
"point": [
0.0666628047698682,
0.5551106428330206,
48.68777594207297,
9.123436290943602,
-0.8187871309343584
],
"r1": 0.0666628047698682,
"r2": 0.5551106428330206,
"r3": 1.0,
"t": 48.68777594207297,
"alpha": -0.8187871309343584,
"a": 9.123436290943602,
"keeps": [
38,
21,
21
],
"layer_average_tokens": 26.3125,
"similarity_sum": 22.087973959743977,
"mean_similarity": 0.7362657986581326,
"failed_samples": 0,
"seconds": 1.301038023782894
},
{
"index": 5,
"point": [
0.07273294470369687,
0.711815595924676,
49.16154429033942,
13.660532500078332,
0.7198808134726415
],
"r1": 0.07273294470369687,
"r2": 0.711815595924676,
"r3": 0.8333333333333334,
"t": 49.16154429033942,
"alpha": 0.7198808134726415,
"a": 13.660532500078332,
"keeps": [
42,
30,
25
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.348698914051056,
"mean_similarity": 0.9116232971350352,
"failed_samples": 0,
"seconds": 1.258231082931161
},
{
"index": 6,
"point": [
0.07445298718299388,
0.7435663175857867,
0.6632480579933266,
22.8792920427293,
0.1265764356910788
],
"r1": 0.07445298718299388,
"r2": 0.7435663175857867,
"r3": 0.6875,
"t": 0.6632480579933266,
"alpha": 0.1265764356910788,
"a": 22.8792920427293,
"keeps": [
43,
32,
22
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.478598296642303,
"mean_similarity": 0.9159532765547435,
"failed_samples": 0,
"seconds": 1.2925276211462915
},
{
"index": 7,
"point": [
0.06626156951499768,
0.5407842510361,
11.544691281107452,
9.283483786244368,
0.36652703765091665
],
"r1": 0.06626156951499768,
"r2": 0.5407842510361,
"r3": 1.0,
"t": 11.544691281107452,
"alpha": 0.36652703765091665,
"a": 9.283483786244368,
"keeps": [
38,
21,
21
],
"layer_average_tokens": 26.3125,
"similarity_sum": 26.875772833824158,
"mean_similarity": 0.8958590944608052,
"failed_samples": 0,
"seconds": 1.2477564811706543
},
{
"index": 8,
"point": [
0.07249990716062836,
0.9221576254768769,
8.668232675388605,
12.192665180845141,
-0.6355278244238753
],
"r1": 0.07249990716062836,
"r2": 0.9221576254768769,
"r3": 0.4358974358974359,
"t": 8.668232675388605,
"alpha": -0.6355278244238753,
"a": 12.192665180845141,
"keeps": [
42,
39,
17
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.364753663539886,
"mean_similarity": 0.9121584554513296,
"failed_samples": 0,
"seconds": 1.3908883268013597
},
{
"index": 9,
"point": [
0.07653781695326813,
0.7317394080959142,
10.397083143409445,
15.617709356429636,
-0.9373734150888828
],
"r1": 0.07653781695326813,
"r2": 0.7317394080959142,
"r3": 0.6875,
"t": 10.397083143409445,
"alpha": -0.9373734150888828,
"a": 15.617709356429636,
"keeps": [
44,
32,
22
],
"layer_average_tokens": 32.0,
"similarity_sum": 26.487556755542755,
"mean_similarity": 0.8829185585180919,
"failed_samples": 0,
"seconds": 1.298741898033768
},
{
"index": 10,
"point": [
0.07895235484986107,
0.7432185955725573,
19.757511800090725,
22.577915407741674,
0.454543991712842
],
"r1": 0.07895235484986107,
"r2": 0.7432185955725573,
"r3": 0.6060606060606061,
"t": 19.757511800090725,
"alpha": 0.454543991712842,
"a": 22.577915407741674,
"keeps": [
45,
33,
20
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.559296011924744,
"mean_similarity": 0.9186432003974915,
"failed_samples": 0,
"seconds": 1.251364239025861
},
{
"index": 11,
"point": [
0.06462613246682876,
0.7995405213891864,
26.04171300129119,
23.247125552133884,
0.6890676973563032
],
"r1": 0.06462613246682876,
"r2": 0.7995405213891864,
"r3": 0.9666666666666667,
"t": 26.04171300129119,
"alpha": 0.6890676973563032,
"a": 23.247125552133884,
"keeps": [
37,
30,
29
],
"layer_average_tokens": 31.8125,
"similarity_sum": 27.30870360136032,
"mean_similarity": 0.910290120045344,
"failed_samples": 0,
"seconds": 1.2996740587987006
},
{
"index": 12,
"point": [
0.07631444750381614,
0.7851896617815706,
29.337558283192415,
23.32630040785164,
0.21406849537336958
],
"r1": 0.07631444750381614,
"r2": 0.7851896617815706,
"r3": 0.5428571428571428,
"t": 29.337558283192415,
"alpha": 0.21406849537336958,
"a": 23.32630040785164,
"keeps": [
44,
35,
19
],
"layer_average_tokens": 31.8125,
"similarity_sum": 27.54445230960846,
"mean_similarity": 0.9181484103202819,
"failed_samples": 0,
"seconds": 1.2951259431429207
},
{
"index": 13,
"point": [
0.0632221995006262,
0.6715943026619051,
8.263346953150126,
4.913189926711751,
-0.15319703858726053
],
"r1": 0.0632221995006262,
"r2": 0.6715943026619051,
"r3": 1.0,
"t": 8.263346953150126,
"alpha": -0.15319703858726053,
"a": 4.913189926711751,
"keeps": [
36,
24,
24
],
"layer_average_tokens": 27.75,
"similarity_sum": 18.11602345108986,
"mean_similarity": 0.603867448369662,
"failed_samples": 0,
"seconds": 1.242300877114758
},
{
"index": 14,
"point": [
0.06652448661598805,
0.6702944815350844,
0.703991135754223,
8.465554215281934,
0.42268390549730017
],
"r1": 0.06652448661598805,
"r2": 0.6702944815350844,
"r3": 1.0,
"t": 0.703991135754223,
"alpha": 0.42268390549730017,
"a": 8.465554215281934,
"keeps": [
38,
25,
25
],
"layer_average_tokens": 29.0625,
"similarity_sum": 27.11105066537857,
"mean_similarity": 0.9037016888459524,
"failed_samples": 0,
"seconds": 1.2626219119410962
},
{
"index": 15,
"point": [
0.07750487612586682,
0.8161146548978053,
46.31504392566746,
17.234383524482705,
0.829919351087562
],
"r1": 0.07750487612586682,
"r2": 0.8161146548978053,
"r3": 0.4594594594594595,
"t": 46.31504392566746,
"alpha": 0.829919351087562,
"a": 17.234383524482705,
"keeps": [
45,
37,
17
],
"layer_average_tokens": 32.0,
"similarity_sum": 27.62617987394333,
"mean_similarity": 0.9208726624647776,
"failed_samples": 0,
"seconds": 1.2560286519583315
},
{
"index": 16,
"point": [
0.07916773827193888,
0.743076981264495,
4.770505824520567,
11.800165910124386,
0.3376825053272148
],
"r1": 0.07916773827193888,
"r2": 0.743076981264495,
"r3": 0.5294117647058824,
"t": 4.770505824520567,
"alpha": 0.3376825053272148,
"a": 11.800165910124386,
"keeps": [
46,
34,
18
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.25984627008438,
"mean_similarity": 0.908661542336146,
"failed_samples": 0,
"seconds": 1.2258517199661583
},
{
"index": 17,
"point": [
0.07405339879493046,
0.8092723009302727,
13.73608964950321,
15.492510027186928,
-0.2341462504924201
],
"r1": 0.07405339879493046,
"r2": 0.8092723009302727,
"r3": 0.5714285714285714,
"t": 13.73608964950321,
"alpha": -0.2341462504924201,
"a": 15.492510027186928,
"keeps": [
43,
35,
20
],
"layer_average_tokens": 31.875,
"similarity_sum": 23.26664797216654,
"mean_similarity": 0.7755549324055513,
"failed_samples": 0,
"seconds": 1.2639786850195378
},
{
"index": 18,
"point": [
0.08254755820525289,
0.9294931179908392,
36.08647605824367,
9.185747593932254,
-0.48786335447735196
],
"r1": 0.08254755820525289,
"r2": 0.9294931179908392,
"r3": 0.15555555555555556,
"t": 36.08647605824367,
"alpha": -0.48786335447735196,
"a": 9.185747593932254,
"keeps": [
48,
45,
7
],
"layer_average_tokens": 31.6875,
"similarity_sum": 16.936776004731655,
"mean_similarity": 0.5645592001577219,
"failed_samples": 0,
"seconds": 1.2739727511070669
},
{
"index": 19,
"point": [
0.05667871082051198,
0.8649760151867008,
5.544541040591568,
13.128734771177285,
-0.5965615953292075
],
"r1": 0.05667871082051198,
"r2": 0.8649760151867008,
"r3": 1.0,
"t": 5.544541040591568,
"alpha": -0.5965615953292075,
"a": 13.128734771177285,
"keeps": [
33,
29,
29
],
"layer_average_tokens": 30.25,
"similarity_sum": 26.91930240392685,
"mean_similarity": 0.897310080130895,
"failed_samples": 0,
"seconds": 1.2945118548814207
},
{
"index": 20,
"point": [
0.08043787765759776,
0.7551727708183189,
28.16377859881919,
18.096056915802617,
-0.7213370911882486
],
"r1": 0.08043787765759776,
"r2": 0.7551727708183189,
"r3": 0.4857142857142857,
"t": 28.16377859881919,
"alpha": -0.7213370911882486,
"a": 18.096056915802617,
"keeps": [
46,
35,
17
],
"layer_average_tokens": 31.6875,
"similarity_sum": 25.76464401371777,
"mean_similarity": 0.8588214671239257,
"failed_samples": 0,
"seconds": 1.2424165629781783
},
{
"index": 21,
"point": [
0.0723449272021616,
0.7852591759407808,
10.153061236738473,
22.891930733119256,
0.19773093297707223
],
"r1": 0.0723449272021616,
"r2": 0.7852591759407808,
"r3": 0.6666666666666666,
"t": 10.153061236738473,
"alpha": 0.19773093297707223,
"a": 22.891930733119256,
"keeps": [
42,
33,
22
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.441220462322235,
"mean_similarity": 0.9147073487440746,
"failed_samples": 0,
"seconds": 1.2225392470136285
},
{
"index": 22,
"point": [
0.07485513702888068,
0.944218324873787,
31.217702406689668,
10.342337168393275,
-0.7890114803394588
],
"r1": 0.07485513702888068,
"r2": 0.944218324873787,
"r3": 0.36585365853658536,
"t": 31.217702406689668,
"alpha": -0.7890114803394588,
"a": 10.342337168393275,
"keeps": [
43,
41,
15
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.32503652572632,
"mean_similarity": 0.910834550857544,
"failed_samples": 0,
"seconds": 1.3143324409611523
},
{
"index": 23,
"point": [
0.06823707140230306,
0.6352722040345223,
20.825497393518315,
21.73680422043686,
-0.35130995798945197
],
"r1": 0.06823707140230306,
"r2": 0.6352722040345223,
"r3": 1.0,
"t": 20.825497393518315,
"alpha": -0.35130995798945197,
"a": 21.73680422043686,
"keeps": [
39,
25,
25
],
"layer_average_tokens": 29.375,
"similarity_sum": 21.717058181762695,
"mean_similarity": 0.7239019393920898,
"failed_samples": 0,
"seconds": 1.5218803258612752
},
{
"index": 24,
"point": [
0.058946887630574256,
0.699605657769255,
45.34142207728771,
9.88664431556808,
0.29538024108272487
],
"r1": 0.058946887630574256,
"r2": 0.699605657769255,
"r3": 1.0,
"t": 45.34142207728771,
"alpha": 0.29538024108272487,
"a": 9.88664431556808,
"keeps": [
34,
24,
24
],
"layer_average_tokens": 27.125,
"similarity_sum": 27.082341730594635,
"mean_similarity": 0.9027447243531544,
"failed_samples": 0,
"seconds": 1.2895938360597938
},
{
"index": 25,
"point": [
0.055570010472092105,
0.6978654662892789,
15.239062907901454,
7.802676992441642,
0.06817883875088415
],
"r1": 0.055570010472092105,
"r2": 0.6978654662892789,
"r3": 1.0,
"t": 15.239062907901454,
"alpha": 0.06817883875088415,
"a": 7.802676992441642,
"keeps": [
32,
22,
22
],
"layer_average_tokens": 25.125,
"similarity_sum": 26.846028804779053,
"mean_similarity": 0.8948676268259684,
"failed_samples": 0,
"seconds": 1.2443884129170328
},
{
"index": 26,
"point": [
0.06902305475997175,
0.8564701486821262,
13.470616689926077,
9.343593876384343,
-0.6634179156541389
],
"r1": 0.06902305475997175,
"r2": 0.8564701486821262,
"r3": 0.6764705882352942,
"t": 13.470616689926077,
"alpha": -0.6634179156541389,
"a": 9.343593876384343,
"keeps": [
40,
34,
23
],
"layer_average_tokens": 31.75,
"similarity_sum": 24.166527792811394,
"mean_similarity": 0.8055509264270465,
"failed_samples": 0,
"seconds": 1.293386752018705
},
{
"index": 27,
"point": [
0.07371070873649027,
0.6694919598082583,
2.4920962029409925,
6.767584586910301,
0.7784532098491612
],
"r1": 0.07371070873649027,
"r2": 0.6694919598082583,
"r3": 0.9642857142857143,
"t": 2.4920962029409925,
"alpha": 0.7784532098491612,
"a": 6.767584586910301,
"keeps": [
42,
28,
27
],
"layer_average_tokens": 32.0,
"similarity_sum": 27.554666101932526,
"mean_similarity": 0.9184888700644175,
"failed_samples": 0,
"seconds": 1.3594628479331732
},
{
"index": 28,
"point": [
0.07535867475105168,
0.9612157386595699,
44.64881029718789,
4.656615186460673,
0.20714580226713908
],
"r1": 0.07535867475105168,
"r2": 0.9612157386595699,
"r3": 0.36585365853658536,
"t": 44.64881029718789,
"alpha": 0.20714580226713908,
"a": 4.656615186460673,
"keeps": [
43,
41,
15
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.487309217453003,
"mean_similarity": 0.9162436405817668,
"failed_samples": 0,
"seconds": 1.3039759541861713
},
{
"index": 29,
"point": [
0.07959425853945315,
0.7724896511858073,
50.0,
4.61,
0.020467921635002106
],
"r1": 0.07959425853945315,
"r2": 0.7724896511858073,
"r3": 0.4722222222222222,
"t": 50.0,
"alpha": 0.020467921635002106,
"a": 4.61,
"keeps": [
46,
36,
17
],
"layer_average_tokens": 32.0,
"similarity_sum": 27.630158305168152,
"mean_similarity": 0.9210052768389384,
"failed_samples": 0,
"seconds": 1.369829504052177
},
{
"index": 30,
"point": [
0.0679886145080453,
0.8378432695282794,
48.22810322167572,
18.969306070067,
1.0
],
"r1": 0.0679886145080453,
"r2": 0.8378432695282794,
"r3": 0.7575757575757576,
"t": 48.22810322167572,
"alpha": 1.0,
"a": 18.969306070067,
"keeps": [
39,
33,
25
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.52968281507492,
"mean_similarity": 0.9176560938358307,
"failed_samples": 0,
"seconds": 1.2628641529008746
},
{
"index": 31,
"point": [
0.08333333333333333,
0.558896396068362,
0.157582250397337,
23.757639001496173,
0.6643545657057379
],
"r1": 0.08333333333333333,
"r2": 0.558896396068362,
"r3": 0.8148148148148148,
"t": 0.157582250397337,
"alpha": 0.6643545657057379,
"a": 23.757639001496173,
"keeps": [
48,
27,
22
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.126554012298584,
"mean_similarity": 0.9042184670766195,
"failed_samples": 0,
"seconds": 1.3506153631024063
},
{
"index": 32,
"point": [
0.05555555555555555,
0.9498513794462788,
50.0,
24.0,
0.6723572191149509
],
"r1": 0.05555555555555555,
"r2": 0.9498513794462788,
"r3": 1.0,
"t": 50.0,
"alpha": 0.6723572191149509,
"a": 24.0,
"keeps": [
32,
30,
30
],
"layer_average_tokens": 30.625,
"similarity_sum": 27.260640263557434,
"mean_similarity": 0.9086880087852478,
"failed_samples": 0,
"seconds": 1.3262504360172898
},
{
"index": 33,
"point": [
0.05730393218750011,
0.8871935915489524,
30.05399124159915,
6.357953287780679,
-0.9589733374787288
],
"r1": 0.05730393218750011,
"r2": 0.8871935915489524,
"r3": 1.0,
"t": 30.05399124159915,
"alpha": -0.9589733374787288,
"a": 6.357953287780679,
"keeps": [
33,
29,
29
],
"layer_average_tokens": 30.25,
"similarity_sum": 19.376588435843587,
"mean_similarity": 0.6458862811947862,
"failed_samples": 4,
"seconds": 1.2652893769554794
},
{
"index": 34,
"point": [
0.08333333333333333,
1.0,
0.0,
23.352233904924805,
-0.6749438657612601
],
"r1": 0.08333333333333333,
"r2": 1.0,
"r3": 0.10416666666666667,
"t": 0.0,
"alpha": -0.6749438657612601,
"a": 23.352233904924805,
"keeps": [
48,
48,
5
],
"layer_average_tokens": 31.875,
"similarity_sum": 27.470688819885254,
"mean_similarity": 0.9156896273295084,
"failed_samples": 0,
"seconds": 1.2843932860996574
},
{
"index": 35,
"point": [
0.06298440629173135,
0.7312446881250997,
23.522820902073985,
21.431154119628413,
0.8711430598019823
],
"r1": 0.06298440629173135,
"r2": 0.7312446881250997,
"r3": 1.0,
"t": 23.522820902073985,
"alpha": 0.8711430598019823,
"a": 21.431154119628413,
"keeps": [
36,
26,
26
],
"layer_average_tokens": 29.125,
"similarity_sum": 27.310958862304688,
"mean_similarity": 0.9103652954101562,
"failed_samples": 0,
"seconds": 1.2772696160245687
},
{
"index": 36,
"point": [
0.08250864203316276,
0.8202098682572013,
0.0,
20.377446467544015,
-0.8494104031773955
],
"r1": 0.08250864203316276,
"r2": 0.8202098682572013,
"r3": 0.3076923076923077,
"t": 0.0,
"alpha": -0.8494104031773955,
"a": 20.377446467544015,
"keeps": [
48,
39,
12
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.303616523742676,
"mean_similarity": 0.9101205507914225,
"failed_samples": 0,
"seconds": 1.3169323210604489
},
{
"index": 37,
"point": [
0.08322699042200327,
0.695602291533342,
38.766605539591254,
4.697437990443858,
0.5110256865883271
],
"r1": 0.08322699042200327,
"r2": 0.695602291533342,
"r3": 0.5151515151515151,
"t": 38.766605539591254,
"alpha": 0.5110256865883271,
"a": 4.697437990443858,
"keeps": [
48,
33,
17
],
"layer_average_tokens": 31.6875,
"similarity_sum": 27.520953118801117,
"mean_similarity": 0.9173651039600372,
"failed_samples": 0,
"seconds": 1.2915737740695477
},
{
"index": 38,
"point": [
0.07139828007210913,
0.9541666257260326,
0.0,
13.069446707519337,
0.9787202088003915
],
"r1": 0.07139828007210913,
"r2": 0.9541666257260326,
"r3": 0.46153846153846156,
"t": 0.0,
"alpha": 0.9787202088003915,
"a": 13.069446707519337,
"keeps": [
41,
39,
18
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.531669676303864,
"mean_similarity": 0.9177223225434621,
"failed_samples": 0,
"seconds": 1.2305009521078318
},
{
"index": 39,
"point": [
0.07604653095739626,
0.5586382935735799,
50.0,
10.643736751587557,
-0.08796414128878838
],
"r1": 0.07604653095739626,
"r2": 0.5586382935735799,
"r3": 1.0,
"t": 50.0,
"alpha": -0.08796414128878838,
"a": 10.643736751587557,
"keeps": [
44,
25,
25
],
"layer_average_tokens": 30.9375,
"similarity_sum": 27.31423807144165,
"mean_similarity": 0.9104746023813883,
"failed_samples": 0,
"seconds": 1.314230954973027
},
{
"index": 40,
"point": [
0.08333333333333333,
0.5333333333333333,
21.15756618010223,
4.61,
1.0
],
"r1": 0.08333333333333333,
"r2": 0.5333333333333333,
"r3": 0.8846153846153846,
"t": 21.15756618010223,
"alpha": 1.0,
"a": 4.61,
"keeps": [
48,
26,
23
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.27970778942108,
"mean_similarity": 0.9093235929807028,
"failed_samples": 0,
"seconds": 1.3220015799161047
},
{
"index": 41,
"point": [
0.0747095854786689,
0.9823563625456585,
9.016949093768051,
17.67877558196712,
-0.665541314990405
],
"r1": 0.0747095854786689,
"r2": 0.9823563625456585,
"r3": 0.3333333333333333,
"t": 9.016949093768051,
"alpha": -0.665541314990405,
"a": 17.67877558196712,
"keeps": [
43,
42,
14
],
"layer_average_tokens": 31.8125,
"similarity_sum": 25.447652131319046,
"mean_similarity": 0.8482550710439682,
"failed_samples": 0,
"seconds": 1.266408221097663
},
{
"index": 42,
"point": [
0.07931130535148534,
0.5808649774937846,
37.865113231605136,
14.099085243197571,
0.09524614987546065
],
"r1": 0.07931130535148534,
"r2": 0.5808649774937846,
"r3": 0.8888888888888888,
"t": 37.865113231605136,
"alpha": 0.09524614987546065,
"a": 14.099085243197571,
"keeps": [
46,
27,
24
],
"layer_average_tokens": 31.8125,
"similarity_sum": 27.230489134788513,
"mean_similarity": 0.9076829711596172,
"failed_samples": 0,
"seconds": 1.2300240159966052
},
{
"index": 43,
"point": [
0.05759149747050689,
0.9542814772445515,
20.08768169878409,
13.9767839224309,
0.5630994483574872
],
"r1": 0.05759149747050689,
"r2": 0.9542814772445515,
"r3": 1.0,
"t": 20.08768169878409,
"alpha": 0.5630994483574872,
"a": 13.9767839224309,
"keeps": [
33,
31,
31
],
"layer_average_tokens": 31.625,
"similarity_sum": 27.330557346343994,
"mean_similarity": 0.9110185782114665,
"failed_samples": 0,
"seconds": 1.3565159519203007
},
{
"index": 44,
"point": [
0.08200118649084225,
0.696740915166063,
0.0,
4.849247231002051,
0.8787566342373332
],
"r1": 0.08200118649084225,
"r2": 0.696740915166063,
"r3": 0.5454545454545454,
"t": 0.0,
"alpha": 0.8787566342373332,
"a": 4.849247231002051,
"keeps": [
47,
33,
18
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.26024615764618,
"mean_similarity": 0.9086748719215393,
"failed_samples": 0,
"seconds": 1.2841358499135822
},
{
"index": 45,
"point": [
0.05632172272995024,
0.9319186086849713,
50.0,
11.26111420267662,
0.4461656023666425
],
"r1": 0.05632172272995024,
"r2": 0.9319186086849713,
"r3": 1.0,
"t": 50.0,
"alpha": 0.4461656023666425,
"a": 11.26111420267662,
"keeps": [
32,
30,
30
],
"layer_average_tokens": 30.625,
"similarity_sum": 27.459372341632843,
"mean_similarity": 0.9153124113877614,
"failed_samples": 0,
"seconds": 1.2729056091047823
},
{
"index": 46,
"point": [
0.06352473855463993,
1.0,
34.156611427470594,
24.0,
0.4097760335913465
],
"r1": 0.06352473855463993,
"r2": 1.0,
"r3": 0.6216216216216216,
"t": 34.156611427470594,
"alpha": 0.4097760335913465,
"a": 24.0,
"keeps": [
37,
37,
23
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.43408101797104,
"mean_similarity": 0.9144693672657013,
"failed_samples": 0,
"seconds": 1.3087276208680123
},
{
"index": 47,
"point": [
0.08333333333333333,
0.5333333333333333,
21.526343395564716,
4.61,
-0.44054316448305797
],
"r1": 0.08333333333333333,
"r2": 0.5333333333333333,
"r3": 0.8846153846153846,
"t": 21.526343395564716,
"alpha": -0.44054316448305797,
"a": 4.61,
"keeps": [
48,
26,
23
],
"layer_average_tokens": 31.75,
"similarity_sum": 11.121707871556282,
"mean_similarity": 0.37072359571854274,
"failed_samples": 0,
"seconds": 1.3217621468938887
},
{
"index": 48,
"point": [
0.05555555555555555,
1.0,
0.0,
12.866044165029752,
-0.7494410242129502
],
"r1": 0.05555555555555555,
"r2": 1.0,
"r3": 1.0,
"t": 0.0,
"alpha": -0.7494410242129502,
"a": 12.866044165029752,
"keeps": [
32,
32,
32
],
"layer_average_tokens": 32.0,
"similarity_sum": 26.64900416135788,
"mean_similarity": 0.8883001387119294,
"failed_samples": 0,
"seconds": 1.2505493531934917
},
{
"index": 49,
"point": [
0.08333333333333333,
0.5333333333333333,
50.0,
8.16987256100867,
0.0582377870349835
],
"r1": 0.08333333333333333,
"r2": 0.5333333333333333,
"r3": 0.8846153846153846,
"t": 50.0,
"alpha": 0.0582377870349835,
"a": 8.16987256100867,
"keeps": [
48,
26,
23
],
"layer_average_tokens": 31.75,
"similarity_sum": 27.248343288898468,
"mean_similarity": 0.9082781096299489,
"failed_samples": 0,
"seconds": 1.2773475940339267
}
],
"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": "2026-08-12T02:52:28"
}

Xet Storage Details

Size:
32.6 kB
·
Xet hash:
731541dcfbb5c73fe202be22f41135364ca18cea54aae5699ee48ce6cd2dce09

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