Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/score/per_donor.csv +27 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/score/summary.json +544 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/scoring_support.json +77 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw3/lora/receipts/score.json +71 -0
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/score/per_donor.csv
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| 1 |
+
arm,donor,group,n_generated_cells,n_observed_cells,n_reference_cells,gen_T cell,obs_T cell,gen_B cell,obs_B cell,gen_Monocyte,obs_Monocyte,gen_NK cell,obs_NK cell,gen_DC,obs_DC,gen_Other,obs_Other,comp_l1,comp_l1_obs_loo_null,pb_r,pb_own_rank,pb_top1,precision,coverage,precision_depth_matched,coverage_depth_matched,mono_pct_gen,mono_pct_obs,median_umi_gen,median_umi_obs
|
| 2 |
+
lora,N064_TOL,TOL,1500,2498,150,0.5386666666666666,0.6517213771016813,0.078,0.044035228182546,0.2446666666666666,0.1677341873498799,0.0853333333333333,0.0760608486789431,0.0326666666666666,0.010008006405124,0.0206666666666666,0.0504403522818254,0.285656792100347,0.4530639731004975,0.8604110314946006,12,False,0.9533333333333334,0.9866666666666668,0.96,0.8666666666666667,24.46666666666667,16.77341873498799,1064.0,662.0
|
| 3 |
+
lora,N064_FU1,FU1,1500,4659,150,0.5253333333333333,0.6396222365314446,0.0673333333333333,0.0165271517493024,0.24,0.1386563640266151,0.1273333333333333,0.1916720326250268,0.0133333333333333,0.0047220433569435,0.0266666666666666,0.0088001717106675,0.3572552049796094,0.4317221411430442,0.8750221400676007,12,False,0.9866666666666668,0.8466666666666667,0.98,0.86,24.0,13.865636402661517,1435.5,925.0
|
| 4 |
+
lora,N032_AC,AC,1500,7350,150,0.5226666666666666,0.5891156462585034,0.0793333333333333,0.1097959183673469,0.2366666666666666,0.1755102040816326,0.114,0.0470748299319727,0.02,0.0257142857142857,0.0273333333333333,0.0527891156462585,0.2561632653061225,0.455188197145731,0.8799974262038662,5,False,0.9933333333333332,1.0,0.98,1.0,23.666666666666668,17.551020408163264,1674.0,437.0
|
| 5 |
+
lora,N038_BC,BC,1500,2801,150,0.4246666666666667,0.5608711174580507,0.0546666666666666,0.0046411995715815,0.308,0.1656551231702963,0.1606666666666666,0.2170653338093538,0.026,0.0342734737593716,0.026,0.0174937522313459,0.4017531833868856,0.3705117088758536,0.8928905332519844,4,False,0.9933333333333332,0.9933333333333332,0.9733333333333334,1.0,30.8,16.565512317029633,1588.0,1317.0
|
| 6 |
+
lora,N038_AC,AC,1500,3976,150,0.43,0.6830985915492958,0.044,0.0082997987927565,0.3446666666666667,0.1290241448692153,0.1393333333333333,0.1207243460764587,0.018,0.0319416498993963,0.024,0.0269114688128772,0.5399034205231388,0.5037136539499011,0.8936923806303932,2,False,0.9933333333333332,0.9866666666666668,0.9933333333333332,0.9933333333333332,34.46666666666667,12.90241448692153,1612.0,910.5
|
| 7 |
+
lora,N055_AC,AC,1500,4308,150,0.3326666666666666,0.340297121634169,0.0546666666666666,0.0779944289693593,0.4293333333333333,0.324744661095636,0.1313333333333333,0.2051996285979573,0.0213333333333333,0.0060352831940575,0.0306666666666666,0.0457288765088208,0.2397734447539461,0.2737555403601618,0.8890779053613543,10,False,1.0,0.9733333333333334,0.9933333333333332,0.9866666666666668,42.93333333333334,32.47446610956361,1574.0,1139.5
|
| 8 |
+
lora,N138_TOL,TOL,1500,5129,150,0.572,0.1380386040163774,0.1333333333333333,0.0280756482745174,0.204,0.5878338857477091,0.0386666666666666,0.1770325599532072,0.0166666666666666,0.0060440631702086,0.0353333333333333,0.0629752388379801,1.0996833690777932,0.7656615017713171,0.8468017659088934,20,False,0.9933333333333332,0.8,0.98,0.78,20.4,58.78338857477091,1357.0,1117.0
|
| 9 |
+
lora,N138_FU1,FU1,1500,2107,150,0.3146666666666666,0.2728998576174656,0.06,0.0484100616990982,0.4693333333333333,0.4831514000949217,0.0813333333333333,0.1134314190792596,0.0193333333333333,0.0052206929283341,0.0553333333333333,0.0768865685809207,0.134938775510204,0.5615391906798698,0.8888395272730113,6,False,0.9866666666666668,0.8866666666666667,0.9733333333333334,0.94,46.93333333333333,48.31514000949217,1734.0,1446.0
|
| 10 |
+
lora,N129_BC,BC,1500,3087,150,0.4133333333333333,0.5963718820861678,0.0686666666666666,0.1130547457078069,0.3333333333333333,0.0835762876579203,0.1273333333333333,0.1814058956916099,0.0306666666666666,0.0132815030774214,0.0266666666666666,0.0123096857790735,0.5629983803045028,0.4533446879052737,0.8773666994977372,9,False,1.0,0.98,0.9933333333333332,0.9933333333333332,33.33333333333333,8.35762876579203,1279.5,1059.0
|
| 11 |
+
lora,N129_AC,AC,1500,2798,150,0.4733333333333333,0.7076483202287348,0.0653333333333333,0.0493209435310936,0.2893333333333333,0.079699785561115,0.1086666666666666,0.1336669049320943,0.0353333333333333,0.0228734810578985,0.028,0.0067905646890636,0.5186304503216583,0.537175969774459,0.8742658391939192,9,False,0.98,0.9933333333333332,0.9866666666666668,0.9866666666666668,28.933333333333334,7.969978556111508,1264.0,759.0
|
| 12 |
+
lora,N147_TOL,TOL,1500,3210,150,0.4326666666666666,0.4420560747663551,0.014,0.0080996884735202,0.366,0.4193146417445483,0.144,0.0710280373831775,0.0226666666666666,0.0065420560747663,0.0206666666666666,0.0529595015576324,0.189993769470405,0.3492671738026708,0.8974413253820611,1,True,1.0,0.9933333333333332,0.9866666666666668,1.0,36.6,41.93146417445483,1837.5,1461.5
|
| 13 |
+
lora,N158_AC,AC,1500,3749,150,0.622,0.2461989863963723,0.0293333333333333,0.0266737796745798,0.226,0.6295012003200854,0.0906666666666666,0.0493464923979727,0.0253333333333333,0.0248066150973592,0.0066666666666666,0.0234729261136303,0.840614919534098,0.7550261066494516,0.8613936304578902,9,False,1.0,1.0,1.0,1.0,22.6,62.95012003200854,1704.5,1047.0
|
| 14 |
+
lora,N001_TOL,TOL,1500,5658,150,0.448,0.51926475786497,0.0826666666666666,0.0337575114881583,0.2126666666666666,0.2106751502297631,0.1993333333333333,0.2163308589607635,0.0213333333333333,0.0037115588547189,0.036,0.016260162601626,0.1765245669848002,0.2076958585332443,0.8798034587793016,11,False,0.9866666666666668,0.7666666666666667,0.9733333333333334,0.78,21.266666666666666,21.06751502297632,1642.5,787.5
|
| 15 |
+
lora,N001_FU1,FU1,1500,4547,150,0.3486666666666667,0.2960193534198372,0.0413333333333333,0.0657576424015834,0.3833333333333333,0.4882340004398504,0.1746666666666666,0.135913789311634,0.0266666666666666,0.0010996261271167,0.0253333333333333,0.012975588299978,0.2586499523495345,0.4578005058945341,0.8933083627343373,8,False,0.9933333333333332,0.5866666666666667,1.0,0.6666666666666666,38.333333333333336,48.823400043985046,1691.0,1165.0
|
| 16 |
+
lora,N002_TOL,TOL,1500,6318,150,0.5173333333333333,0.4157961380183602,0.062,0.0577714466603355,0.2586666666666666,0.3779677113010446,0.1046666666666666,0.1179170623615068,0.0353333333333333,0.0201012978790756,0.022,0.0104463437796771,0.2651028806584362,0.2484459643502666,0.8706071660539209,11,False,0.98,0.8733333333333333,0.9733333333333334,0.8533333333333334,25.866666666666667,37.79677113010446,1274.0,933.5
|
| 17 |
+
lora,N002_FU1,FU1,1500,4975,150,0.4706666666666667,0.316180904522613,0.0493333333333333,0.0727638190954773,0.2706666666666666,0.4558793969849246,0.1686666666666666,0.1226130653266331,0.0166666666666666,0.0227135678391959,0.024,0.0098492462311557,0.4293802345058627,0.439478620508551,0.8805526879737774,14,False,0.9866666666666668,0.7333333333333333,0.9933333333333332,0.6333333333333333,27.066666666666663,45.58793969849246,1544.0,979.0
|
| 18 |
+
lora,N005_BC,BC,1500,6359,150,0.448,0.7200817738638151,0.0306666666666666,0.0501651203019342,0.342,0.1144834093410913,0.1366666666666666,0.0989149237301462,0.0206666666666666,0.0077056140902657,0.022,0.0086491586727472,0.5831604549981654,0.562577930056697,0.8855091324916756,6,False,0.9933333333333332,0.9733333333333334,0.9933333333333332,0.92,34.2,11.448340934109137,1376.0,782.0
|
| 19 |
+
lora,N005_AC,AC,1500,3433,150,0.66,0.8100786484124672,0.0333333333333333,0.0151471016603553,0.1373333333333333,0.0795222837168657,0.1346666666666666,0.0824351878823186,0.018,0.0101951645790853,0.0166666666666666,0.0026216137489076,0.3001572968249343,0.7425716791540014,0.8767456121762909,4,False,0.9666666666666668,0.96,0.9733333333333334,0.9666666666666668,13.733333333333334,7.952228371686572,1163.0,1126.0
|
| 20 |
+
lora,N012_TOL,TOL,1500,6709,150,0.3873333333333333,0.3475927858101058,0.0653333333333333,0.0788493069011775,0.412,0.4672827545088687,0.0766666666666666,0.0857057683708451,0.032,0.0005962140408406,0.0266666666666666,0.0199731703681621,0.1556756595617827,0.4631528160934942,0.8741108453473797,10,False,0.9933333333333332,0.6933333333333334,0.9733333333333334,0.8333333333333334,41.2,46.72827545088687,1223.0,1193.0
|
| 21 |
+
lora,N012_FU1,FU1,1500,4369,150,0.3166666666666666,0.3588921950102998,0.0573333333333333,0.1924925612268253,0.4813333333333333,0.3126573586633097,0.086,0.1084916456855115,0.0253333333333333,0.0006866559853513,0.0333333333333333,0.0267795834287022,0.3997528038452735,0.3811885330536719,0.8739137441602541,20,False,1.0,0.7466666666666667,0.9933333333333332,0.8933333333333333,48.13333333333333,31.265735866330967,1442.5,1299.0
|
| 22 |
+
lora,N018_BC,BC,1500,3045,150,0.3833333333333333,0.3293924466338259,0.0486666666666666,0.0426929392446633,0.3193333333333333,0.2889983579638752,0.206,0.2653530377668309,0.026,0.0581280788177339,0.0166666666666666,0.0154351395730706,0.1829622331691298,0.3185778050196899,0.901389396580306,1,True,0.98,0.9866666666666668,0.9933333333333332,0.9933333333333332,31.933333333333337,28.89983579638752,1495.5,995.0
|
| 23 |
+
lora,N018_AC,AC,1500,3520,150,0.498,0.5900568181818182,0.0326666666666666,0.0366477272727272,0.26,0.1616477272727272,0.1646666666666666,0.1491477272727272,0.018,0.0426136363636363,0.0266666666666666,0.0198863636363636,0.2413030303030303,0.3148079257543342,0.8970629193247608,1,True,0.9933333333333332,1.0,1.0,1.0,26.0,16.164772727272727,1857.5,858.0
|
| 24 |
+
lora,N022_TOL,TOL,1500,3651,150,0.3493333333333333,0.4864420706655711,0.0586666666666666,0.0369761709120788,0.3613333333333333,0.0457408929060531,0.1846666666666666,0.4182415776499589,0.0093333333333333,0.0,0.0366666666666666,0.0125992878663379,0.7413672966310599,0.5854785154704688,0.8658195914097958,25,False,0.9933333333333332,0.8,0.9933333333333332,0.9866666666666668,36.13333333333333,4.574089290605313,1507.5,1410.0
|
| 25 |
+
lora,N022_FU1,FU1,1500,2463,150,0.4793333333333333,0.4847746650426309,0.0426666666666666,0.0487210718635809,0.2213333333333333,0.2025984571660576,0.2226666666666666,0.2533495736906211,0.0133333333333333,0.0,0.0206666666666666,0.0105562322371092,0.0843572878603328,0.252359696305913,0.8809264223266969,14,False,0.9866666666666668,0.6933333333333334,0.9866666666666668,0.9266666666666666,22.133333333333333,20.259845716605763,1302.5,1459.0
|
| 26 |
+
lora,N043_TOL,TOL,1500,2074,150,0.522,0.3548698167791707,0.0573333333333333,0.0573770491803278,0.196,0.0458052073288331,0.172,0.4811957569913211,0.0113333333333333,0.0028929604628736,0.0413333333333333,0.0578592092574734,0.6515306975249117,0.7338320581596722,0.875587342073801,26,False,0.9866666666666668,0.7733333333333333,1.0,0.9466666666666668,19.6,4.580520732883317,1894.5,1315.5
|
| 27 |
+
lora,N043_FU1,FU1,1500,3437,150,0.4126666666666667,0.1638056444573756,0.0493333333333333,0.0677916787896421,0.2993333333333333,0.5728833284841431,0.1833333333333333,0.148967122490544,0.014,0.0034914169333721,0.0413333333333333,0.0430608088449228,0.5874716322374163,0.6624424229515539,0.8841355721684097,11,False,0.9866666666666668,0.7133333333333334,0.9866666666666668,0.9,29.933333333333334,57.28833284841431,1460.0,1422.0
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/score/summary.json
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|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "ji2025_chili",
|
| 4 |
+
"written_utc": "2026-10-15T07:26:22.584689+00:00",
|
| 5 |
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"command": [
|
| 6 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
|
| 7 |
+
"--dataset",
|
| 8 |
+
"ji2025_chili",
|
| 9 |
+
"--out",
|
| 10 |
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|
| 11 |
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"--arm",
|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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"--donors",
|
| 16 |
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|
| 17 |
+
"--threads",
|
| 18 |
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"2",
|
| 19 |
+
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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"N038_BC",
|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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"N138_FU1",
|
| 36 |
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"N129_BC",
|
| 37 |
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"N129_AC",
|
| 38 |
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|
| 39 |
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"N158_AC",
|
| 40 |
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"N001_TOL",
|
| 41 |
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"N001_FU1",
|
| 42 |
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|
| 43 |
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"N002_FU1",
|
| 44 |
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|
| 45 |
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|
| 46 |
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"N012_TOL",
|
| 47 |
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|
| 48 |
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"N018_BC",
|
| 49 |
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"N018_AC",
|
| 50 |
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"N022_TOL",
|
| 51 |
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|
| 52 |
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"N043_TOL",
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| 53 |
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"N043_FU1"
|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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| 58 |
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| 65 |
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| 67 |
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| 74 |
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| 76 |
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| 78 |
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| 79 |
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| 80 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 89 |
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| 155 |
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| 156 |
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| 178 |
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| 179 |
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| 180 |
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|
| 181 |
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| 182 |
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| 183 |
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|
| 184 |
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|
| 185 |
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| 186 |
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|
| 188 |
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| 189 |
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|
| 190 |
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|
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|
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|
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|
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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| 200 |
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|
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|
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|
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|
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|
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+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
|
| 541 |
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},
|
| 542 |
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"seconds": 10.8,
|
| 543 |
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"core_reused_from": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/disease_width_comparison_20261015/ji2025_chili/draw1/score"
|
| 544 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw1/lora/scoring_support.json
ADDED
|
@@ -0,0 +1,77 @@
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|
| 1 |
+
{
|
| 2 |
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"schema": "pbisc.paper.strict-score-binding.v1",
|
| 3 |
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"support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9",
|
| 4 |
+
"cohort": "ji2025_chili",
|
| 5 |
+
"unit": "draw1_n5",
|
| 6 |
+
"test_sample_ids": [
|
| 7 |
+
"N064_TOL",
|
| 8 |
+
"N064_FU1",
|
| 9 |
+
"N032_AC",
|
| 10 |
+
"N038_BC",
|
| 11 |
+
"N038_AC",
|
| 12 |
+
"N055_AC",
|
| 13 |
+
"N138_TOL",
|
| 14 |
+
"N138_FU1",
|
| 15 |
+
"N129_BC",
|
| 16 |
+
"N129_AC",
|
| 17 |
+
"N147_TOL",
|
| 18 |
+
"N158_AC",
|
| 19 |
+
"N001_TOL",
|
| 20 |
+
"N001_FU1",
|
| 21 |
+
"N002_TOL",
|
| 22 |
+
"N002_FU1",
|
| 23 |
+
"N005_BC",
|
| 24 |
+
"N005_AC",
|
| 25 |
+
"N012_TOL",
|
| 26 |
+
"N012_FU1",
|
| 27 |
+
"N018_BC",
|
| 28 |
+
"N018_AC",
|
| 29 |
+
"N022_TOL",
|
| 30 |
+
"N022_FU1",
|
| 31 |
+
"N043_TOL",
|
| 32 |
+
"N043_FU1"
|
| 33 |
+
],
|
| 34 |
+
"test_donor_ids": [
|
| 35 |
+
"N064",
|
| 36 |
+
"N064",
|
| 37 |
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"N032",
|
| 38 |
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"N038",
|
| 39 |
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"N038",
|
| 40 |
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"N055",
|
| 41 |
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"N138",
|
| 42 |
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"N138",
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| 43 |
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"N129",
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| 44 |
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"N129",
|
| 45 |
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"N147",
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| 46 |
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| 47 |
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|
| 48 |
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|
| 49 |
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"N002",
|
| 50 |
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"N002",
|
| 51 |
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"N005",
|
| 52 |
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"N005",
|
| 53 |
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"N012",
|
| 54 |
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"N012",
|
| 55 |
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"N018",
|
| 56 |
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"N018",
|
| 57 |
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"N022",
|
| 58 |
+
"N022",
|
| 59 |
+
"N043",
|
| 60 |
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"N043"
|
| 61 |
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],
|
| 62 |
+
"arm_bindings": {
|
| 63 |
+
"lora": {
|
| 64 |
+
"arm": "lora",
|
| 65 |
+
"npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/lora.npz",
|
| 66 |
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"npz_sha256": "88f760546ae596ec9207d30d463b5912734e877356186833a4752c8925a6bc50",
|
| 67 |
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"receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/lora.log",
|
| 68 |
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"receipt_sha256": "3c632e6ffb9b94e86b465c0306826aa8f8e2c14b4d66ce391134189b8fb65ef9",
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| 69 |
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|
| 70 |
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"source_binding_sha256": "bf59fadc592f4bf0f6d67ae1b53307f3f88d25369b0e2ad417fe153d752d6f8d",
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| 71 |
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"condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw1/test_raw.npz",
|
| 72 |
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"condition_sha256": "0c873c5de82a9be4c2aba3f1670dddf902c32b351a99677e819367a603fb3bb4",
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| 73 |
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"checkpoint_sha256": "a9a14ff9361e6cc530320810b94100e7a38353374fa54aa3fab7552c8cf4945f",
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| 74 |
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"support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9"
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| 75 |
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}
|
| 76 |
+
}
|
| 77 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw3/lora/receipts/score.json
ADDED
|
@@ -0,0 +1,71 @@
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| 1 |
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{
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| 2 |
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| 3 |
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"stage": "score",
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| 4 |
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"at": "2026-10-15T11:42:12.853725+00:00",
|
| 5 |
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"outputs": [
|
| 6 |
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{
|
| 7 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/ji2025_chili/disease/draw3/lora/score/arms/lora/deg_top50_lists.csv",
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