Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold1/summary.json +1360 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold2/arms/scsemi_n10__raw/deg_top50_lists.csv +7 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold2/arms/scsemi_n10__raw/generated_cells.parquet +3 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold2/arms/scsemi_n10__raw/labels/labels.manifest.json +156 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold1/summary.json
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|
|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "ye2026_sepsis",
|
| 4 |
+
"written_utc": "2026-10-08T02:06:44.962314+00:00",
|
| 5 |
+
"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 |
+
"ye2026_sepsis",
|
| 9 |
+
"--out",
|
| 10 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold1",
|
| 11 |
+
"--threads",
|
| 12 |
+
"8",
|
| 13 |
+
"--arm",
|
| 14 |
+
"scsemi_n5__raw=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold1/scsemi_n5__raw.npz",
|
| 15 |
+
"--arm",
|
| 16 |
+
"scsemi_n10__raw=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold1/scsemi_n10__raw.npz",
|
| 17 |
+
"--arm",
|
| 18 |
+
"scsemi_n20__raw=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold1/scsemi_n20__raw.npz",
|
| 19 |
+
"--arm",
|
| 20 |
+
"scsemi_n40__raw=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold1/scsemi_n40__raw.npz",
|
| 21 |
+
"--case-groups",
|
| 22 |
+
"adult_sepsis,ped_sepsis",
|
| 23 |
+
"--control-groups",
|
| 24 |
+
"adult_HC,adult_ICU_ctrl,ped_HC,ped_ICU_ctrl"
|
| 25 |
+
],
|
| 26 |
+
"arms": [
|
| 27 |
+
"scsemi_n5__raw",
|
| 28 |
+
"scsemi_n10__raw",
|
| 29 |
+
"scsemi_n20__raw",
|
| 30 |
+
"scsemi_n40__raw"
|
| 31 |
+
],
|
| 32 |
+
"donors": [
|
| 33 |
+
"Abd-PS07",
|
| 34 |
+
"Abd-S120",
|
| 35 |
+
"Abd-S156",
|
| 36 |
+
"HC05",
|
| 37 |
+
"HC13",
|
| 38 |
+
"IC16",
|
| 39 |
+
"PHC01",
|
| 40 |
+
"PIC05",
|
| 41 |
+
"Res-PS12",
|
| 42 |
+
"Res-PS22",
|
| 43 |
+
"Res-S10",
|
| 44 |
+
"Res-S184",
|
| 45 |
+
"Res-S19",
|
| 46 |
+
"Skin-S142",
|
| 47 |
+
"Skin-S46",
|
| 48 |
+
"Skin-S52",
|
| 49 |
+
"Uri-S157"
|
| 50 |
+
],
|
| 51 |
+
"n_donors": 17,
|
| 52 |
+
"reference": {
|
| 53 |
+
"cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/ye2026_sepsis",
|
| 54 |
+
"reference_sha256": "bac12da8a241652cb75100a1b082b2be56806c9bf2fd20ce6f927f19683ea5b8",
|
| 55 |
+
"features_sha256": "0cfda4b0cf1caf5e5319d071697c228d894e992fd090e2b3ed450bd6c9887d46",
|
| 56 |
+
"n_r1_cells": 2550,
|
| 57 |
+
"pca": {
|
| 58 |
+
"n_components": 50,
|
| 59 |
+
"explained_variance_ratio_sum": 0.3399847447872162,
|
| 60 |
+
"n_fit_cells": 2550
|
| 61 |
+
},
|
| 62 |
+
"r2_control": {
|
| 63 |
+
"precision": 0.9980392156862745,
|
| 64 |
+
"coverage": 1.0,
|
| 65 |
+
"density": 2.2331764705882353,
|
| 66 |
+
"n_query": 2550,
|
| 67 |
+
"depth_matched": {
|
| 68 |
+
"precision": 0.9964705882352941,
|
| 69 |
+
"coverage": 1.0,
|
| 70 |
+
"density": 2.2067058823529413
|
| 71 |
+
}
|
| 72 |
+
},
|
| 73 |
+
"observed_l1_loo_null_mean": 0.5310296453390433
|
| 74 |
+
},
|
| 75 |
+
"contrast_definition": {
|
| 76 |
+
"enabled": true,
|
| 77 |
+
"rule": "explicit --case-groups / --control-groups",
|
| 78 |
+
"group_source": "features groups",
|
| 79 |
+
"case_groups": [
|
| 80 |
+
"adult_sepsis",
|
| 81 |
+
"ped_sepsis"
|
| 82 |
+
],
|
| 83 |
+
"control_groups": [
|
| 84 |
+
"adult_HC",
|
| 85 |
+
"adult_ICU_ctrl",
|
| 86 |
+
"ped_HC",
|
| 87 |
+
"ped_ICU_ctrl"
|
| 88 |
+
],
|
| 89 |
+
"n_case_donors": 12,
|
| 90 |
+
"n_control_donors": 5,
|
| 91 |
+
"n_donors_in_neither": 0,
|
| 92 |
+
"case": [
|
| 93 |
+
true,
|
| 94 |
+
true,
|
| 95 |
+
true,
|
| 96 |
+
false,
|
| 97 |
+
false,
|
| 98 |
+
false,
|
| 99 |
+
false,
|
| 100 |
+
false,
|
| 101 |
+
true,
|
| 102 |
+
true,
|
| 103 |
+
true,
|
| 104 |
+
true,
|
| 105 |
+
true,
|
| 106 |
+
true,
|
| 107 |
+
true,
|
| 108 |
+
true,
|
| 109 |
+
true
|
| 110 |
+
],
|
| 111 |
+
"ctrl": [
|
| 112 |
+
false,
|
| 113 |
+
false,
|
| 114 |
+
false,
|
| 115 |
+
true,
|
| 116 |
+
true,
|
| 117 |
+
true,
|
| 118 |
+
true,
|
| 119 |
+
true,
|
| 120 |
+
false,
|
| 121 |
+
false,
|
| 122 |
+
false,
|
| 123 |
+
false,
|
| 124 |
+
false,
|
| 125 |
+
false,
|
| 126 |
+
false,
|
| 127 |
+
false,
|
| 128 |
+
false
|
| 129 |
+
],
|
| 130 |
+
"groups": [
|
| 131 |
+
"ped_sepsis",
|
| 132 |
+
"adult_sepsis",
|
| 133 |
+
"adult_sepsis",
|
| 134 |
+
"adult_HC",
|
| 135 |
+
"adult_HC",
|
| 136 |
+
"adult_ICU_ctrl",
|
| 137 |
+
"ped_HC",
|
| 138 |
+
"ped_ICU_ctrl",
|
| 139 |
+
"ped_sepsis",
|
| 140 |
+
"ped_sepsis",
|
| 141 |
+
"adult_sepsis",
|
| 142 |
+
"adult_sepsis",
|
| 143 |
+
"adult_sepsis",
|
| 144 |
+
"adult_sepsis",
|
| 145 |
+
"adult_sepsis",
|
| 146 |
+
"adult_sepsis",
|
| 147 |
+
"adult_sepsis"
|
| 148 |
+
]
|
| 149 |
+
},
|
| 150 |
+
"deg_definition": {
|
| 151 |
+
"enabled": true,
|
| 152 |
+
"score": "top-50 DEG overlap per cell type (benchmark total_top50_overlap, Welch backend)",
|
| 153 |
+
"source": "/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py",
|
| 154 |
+
"functions": [
|
| 155 |
+
"welch_bh_deg",
|
| 156 |
+
"top_deg_genes",
|
| 157 |
+
"jaccard"
|
| 158 |
+
],
|
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold2/arms/scsemi_n10__raw/deg_top50_lists.csv
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celltype,source,rank,gene_id
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold2/arms/scsemi_n10__raw/generated_cells.parquet
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version https://git-lfs.github.com/spec/v1
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size 184561
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