Update characters documentation, taxonomy, measured progress and validation

README.md

@@ -21,515 +21,16 @@ configs:
   data_files:
   - split: train
     path:
+    - data/*.tar
     - job-data/*.tar
-    - data/pilot-person-0002.tar
-    - data/pilot-person-0120.tar
-    - data/pilot-person-0253.tar
-    - data/train-g0-00000.tar
-    - data/train-g0-00001.tar
-    - data/train-g0-00002.tar
-    - data/train-g0-00003.tar
-    - data/train-g0-00004.tar
-    - data/train-g0-00005.tar
-    - data/train-g0-00006.tar
-    - data/train-g0-00007.tar
-    - data/train-g0-00009.tar
-    - data/train-g0-00011.tar
-    - data/train-g0-00012.tar
-    - data/train-g0-00013.tar
-    - data/train-g0-00014.tar
-    - data/train-g0-00015.tar
-    - data/train-g0-00016.tar
-    - data/train-g0-00017.tar
-    - data/train-g0-00018.tar
-    - data/train-g0-00019.tar
-    - data/train-g0-00020.tar
-    - data/train-g0-00021.tar
-    - data/train-g0-00022.tar
-    - data/train-g0-00023.tar
-    - data/train-g0-00024.tar
-    - data/train-g0-00025.tar
-    - data/train-g0-00026.tar
-    - data/train-g0-00027.tar
-    - data/train-g0-00028.tar
-    - data/train-g0-00029.tar
-    - data/train-g0-00030.tar
-    - data/train-g0-00031.tar
-    - data/train-g1-00000.tar
-    - data/train-g1-00001.tar
-    - data/train-g1-00002.tar
-    - data/train-g1-00003.tar
-    - data/train-g1-00004.tar
-    - data/train-g1-00005.tar
-    - data/train-g1-00006.tar
-    - data/train-g1-00007.tar
-    - data/train-g1-00008.tar
-    - data/train-g1-00009.tar
-    - data/train-g1-00010.tar
-    - data/train-g1-00011.tar
-    - data/train-g1-00012.tar
-    - data/train-g1-00013.tar
-    - data/train-g1-00014.tar
-    - data/train-g1-00015.tar
-    - data/train-g1-00016.tar
-    - data/train-g1-00017.tar
-    - data/train-g1-00019.tar
-    - data/train-g1-00020.tar
-    - data/train-g1-00021.tar
-    - data/train-g1-00022.tar
-    - data/train-g1-00023.tar
-    - data/train-g1-00024.tar
-    - data/train-g1-00025.tar
-    - data/train-g1-00026.tar
-    - data/train-g1-00027.tar
-    - data/train-g1-00028.tar
-    - data/train-g1-00029.tar
-    - data/train-g1-00030.tar
-    - data/train-g1-00031.tar
-    - data/train-g2-00000.tar
-    - data/train-g2-00001.tar
-    - data/train-g2-00003.tar
-    - data/train-g2-00004.tar
-    - data/train-g2-00005.tar
-    - data/train-g2-00006.tar
-    - data/train-g2-00007.tar
-    - data/train-g2-00008.tar
-    - data/train-g2-00009.tar
-    - data/train-g2-00010.tar
-    - data/train-g2-00011.tar
-    - data/train-g2-00012.tar
-    - data/train-g2-00013.tar
-    - data/train-g2-00014.tar
-    - data/train-g2-00015.tar
-    - data/train-g2-00016.tar
-    - data/train-g2-00017.tar
-    - data/train-g2-00018.tar
-    - data/train-g2-00019.tar
-    - data/train-g2-00020.tar
-    - data/train-g2-00021.tar
-    - data/train-g2-00022.tar
-    - data/train-g2-00023.tar
-    - data/train-g2-00024.tar
-    - data/train-g2-00025.tar
-    - data/train-g2-00026.tar
-    - data/train-g2-00027.tar
-    - data/train-g2-00028.tar
-    - data/train-g2-00029.tar
-    - data/train-g2-00030.tar
-    - data/train-g2-00031.tar
-    - data/train-g2-00032.tar
-    - data/train-g3-00000.tar
-    - data/train-g3-00001.tar
-    - data/train-g3-00002.tar
-    - data/train-g3-00003.tar
-    - data/train-g3-00004.tar
-    - data/train-g3-00006.tar
-    - data/train-g3-00007.tar
-    - data/train-g3-00008.tar
-    - data/train-g3-00009.tar
-    - data/train-g3-00010.tar
-    - data/train-g3-00011.tar
-    - data/train-g3-00012.tar
-    - data/train-g3-00013.tar
-    - data/train-g3-00014.tar
-    - data/train-g3-00015.tar
-    - data/train-g3-00016.tar
-    - data/train-g3-00017.tar
-    - data/train-g3-00018.tar
-    - data/train-g3-00019.tar
-    - data/train-g3-00020.tar
-    - data/train-g3-00021.tar
-    - data/train-g3-00022.tar
-    - data/train-g3-00023.tar
-    - data/train-g3-00024.tar
-    - data/train-g3-00025.tar
-    - data/train-g3-00026.tar
-    - data/train-g3-00027.tar
-    - data/train-g3-00028.tar
-    - data/train-g3-00029.tar
-    - data/train-g3-00030.tar
-    - data/train-g3-00031.tar
-    - data/train-g4-00000.tar
-    - data/train-g4-00001.tar
-    - data/train-g4-00002.tar
-    - data/train-g4-00003.tar
-    - data/train-g4-00004.tar
-    - data/train-g4-00005.tar
-    - data/train-g4-00006.tar
-    - data/train-g4-00007.tar
-    - data/train-g4-00008.tar
-    - data/train-g4-00009.tar
-    - data/train-g4-00010.tar
-    - data/train-g4-00011.tar
-    - data/train-g4-00012.tar
-    - data/train-g4-00013.tar
-    - data/train-g4-00014.tar
-    - data/train-g4-00015.tar
-    - data/train-g4-00016.tar
-    - data/train-g4-00017.tar
-    - data/train-g4-00018.tar
-    - data/train-g4-00019.tar
-    - data/train-g4-00020.tar
-    - data/train-g4-00021.tar
-    - data/train-g4-00022.tar
-    - data/train-g4-00023.tar
-    - data/train-g4-00024.tar
-    - data/train-g4-00025.tar
-    - data/train-g4-00026.tar
-    - data/train-g4-00027.tar
-    - data/train-g4-00028.tar
-    - data/train-g4-00029.tar
-    - data/train-g4-00030.tar
-    - data/train-g4-00031.tar
-    - data/train-g5-00000.tar
-    - data/train-g5-00001.tar
-    - data/train-g5-00002.tar
-    - data/train-g5-00003.tar
-    - data/train-g5-00004.tar
-    - data/train-g5-00006.tar
-    - data/train-g5-00007.tar
-    - data/train-g5-00008.tar
-    - data/train-g5-00009.tar
-    - data/train-g5-00010.tar
-    - data/train-g5-00011.tar
-    - data/train-g5-00012.tar
-    - data/train-g5-00013.tar
-    - data/train-g5-00014.tar
-    - data/train-g5-00015.tar
-    - data/train-g5-00016.tar
-    - data/train-g5-00017.tar
-    - data/train-g5-00018.tar
-    - data/train-g5-00019.tar
-    - data/train-g5-00020.tar
-    - data/train-g5-00021.tar
-    - data/train-g5-00022.tar
-    - data/train-g5-00023.tar
-    - data/train-g5-00024.tar
-    - data/train-g5-00025.tar
-    - data/train-g5-00026.tar
-    - data/train-g5-00027.tar
-    - data/train-g5-00028.tar
-    - data/train-g5-00029.tar
-    - data/train-g5-00030.tar
-    - data/train-g6-00000.tar
-    - data/train-g6-00001.tar
-    - data/train-g6-00002.tar
-    - data/train-g6-00003.tar
-    - data/train-g6-00004.tar
-    - data/train-g6-00005.tar
-    - data/train-g6-00006.tar
-    - data/train-g6-00007.tar
-    - data/train-g6-00008.tar
-    - data/train-g6-00009.tar
-    - data/train-g6-00010.tar
-    - data/train-g6-00011.tar
-    - data/train-g6-00012.tar
-    - data/train-g6-00013.tar
-    - data/train-g6-00014.tar
-    - data/train-g6-00015.tar
-    - data/train-g6-00016.tar
-    - data/train-g6-00017.tar
-    - data/train-g6-00018.tar
-    - data/train-g6-00019.tar
-    - data/train-g6-00020.tar
-    - data/train-g6-00021.tar
-    - data/train-g6-00022.tar
-    - data/train-g6-00023.tar
-    - data/train-g6-00024.tar
-    - data/train-g6-00025.tar
-    - data/train-g6-00026.tar
-    - data/train-g6-00027.tar
-    - data/train-g6-00028.tar
-    - data/train-g6-00029.tar
-    - data/train-g6-00030.tar
-    - data/train-g6-00031.tar
-    - data/train-g7-00000.tar
-    - data/train-g7-00001.tar
-    - data/train-g7-00002.tar
-    - data/train-g7-00003.tar
-    - data/train-g7-00004.tar
-    - data/train-g7-00005.tar
-    - data/train-g7-00006.tar
-    - data/train-g7-00007.tar
-    - data/train-g7-00008.tar
-    - data/train-g7-00009.tar
-    - data/train-g7-00010.tar
-    - data/train-g7-00011.tar
-    - data/train-g7-00012.tar
-    - data/train-g7-00013.tar
-    - data/train-g7-00014.tar
-    - data/train-g7-00015.tar
-    - data/train-g7-00016.tar
-    - data/train-g7-00017.tar
-    - data/train-g7-00018.tar
-    - data/train-g7-00019.tar
-    - data/train-g7-00020.tar
-    - data/train-g7-00021.tar
-    - data/train-g7-00022.tar
-    - data/train-g7-00023.tar
-    - data/train-g7-00024.tar
-    - data/train-g7-00025.tar
-    - data/train-g7-00026.tar
-    - data/train-g7-00027.tar
-    - data/train-g7-00028.tar
-- config_name: base
-  data_files:
-  - split: train
-    path:
-    - data/pilot-person-0002.tar
-    - data/pilot-person-0120.tar
-    - data/pilot-person-0253.tar
-    - data/train-g0-00000.tar
-    - data/train-g0-00001.tar
-    - data/train-g0-00002.tar
-    - data/train-g0-00003.tar
-    - data/train-g0-00004.tar
-    - data/train-g0-00005.tar
-    - data/train-g0-00006.tar
-    - data/train-g0-00007.tar
-    - data/train-g0-00009.tar
-    - data/train-g0-00011.tar
-    - data/train-g0-00012.tar
-    - data/train-g0-00013.tar
-    - data/train-g0-00014.tar
-    - data/train-g0-00015.tar
-    - data/train-g0-00016.tar
-    - data/train-g0-00017.tar
-    - data/train-g0-00018.tar
-    - data/train-g0-00019.tar
-    - data/train-g0-00020.tar
-    - data/train-g0-00021.tar
-    - data/train-g0-00022.tar
-    - data/train-g0-00023.tar
-    - data/train-g0-00024.tar
-    - data/train-g0-00025.tar
-    - data/train-g0-00026.tar
-    - data/train-g0-00027.tar
-    - data/train-g0-00028.tar
-    - data/train-g0-00029.tar
-    - data/train-g0-00030.tar
-    - data/train-g0-00031.tar
-    - data/train-g1-00000.tar
-    - data/train-g1-00001.tar
-    - data/train-g1-00002.tar
-    - data/train-g1-00003.tar
-    - data/train-g1-00004.tar
-    - data/train-g1-00005.tar
-    - data/train-g1-00006.tar
-    - data/train-g1-00007.tar
-    - data/train-g1-00008.tar
-    - data/train-g1-00009.tar
-    - data/train-g1-00010.tar
-    - data/train-g1-00011.tar
-    - data/train-g1-00012.tar
-    - data/train-g1-00013.tar
-    - data/train-g1-00014.tar
-    - data/train-g1-00015.tar
-    - data/train-g1-00016.tar
-    - data/train-g1-00017.tar
-    - data/train-g1-00019.tar
-    - data/train-g1-00020.tar
-    - data/train-g1-00021.tar
-    - data/train-g1-00022.tar
-    - data/train-g1-00023.tar
-    - data/train-g1-00024.tar
-    - data/train-g1-00025.tar
-    - data/train-g1-00026.tar
-    - data/train-g1-00027.tar
-    - data/train-g1-00028.tar
-    - data/train-g1-00029.tar
-    - data/train-g1-00030.tar
-    - data/train-g1-00031.tar
-    - data/train-g2-00000.tar
-    - data/train-g2-00001.tar
-    - data/train-g2-00003.tar
-    - data/train-g2-00004.tar
-    - data/train-g2-00005.tar
-    - data/train-g2-00006.tar
-    - data/train-g2-00007.tar
-    - data/train-g2-00008.tar
-    - data/train-g2-00009.tar
-    - data/train-g2-00010.tar
-    - data/train-g2-00011.tar
-    - data/train-g2-00012.tar
-    - data/train-g2-00013.tar
-    - data/train-g2-00014.tar
-    - data/train-g2-00015.tar
-    - data/train-g2-00016.tar
-    - data/train-g2-00017.tar
-    - data/train-g2-00018.tar
-    - data/train-g2-00019.tar
-    - data/train-g2-00020.tar
-    - data/train-g2-00021.tar
-    - data/train-g2-00022.tar
-    - data/train-g2-00023.tar
-    - data/train-g2-00024.tar
-    - data/train-g2-00025.tar
-    - data/train-g2-00026.tar
-    - data/train-g2-00027.tar
-    - data/train-g2-00028.tar
-    - data/train-g2-00029.tar
-    - data/train-g2-00030.tar
-    - data/train-g2-00031.tar
-    - data/train-g2-00032.tar
-    - data/train-g3-00000.tar
-    - data/train-g3-00001.tar
-    - data/train-g3-00002.tar
-    - data/train-g3-00003.tar
-    - data/train-g3-00004.tar
-    - data/train-g3-00006.tar
-    - data/train-g3-00007.tar
-    - data/train-g3-00008.tar
-    - data/train-g3-00009.tar
-    - data/train-g3-00010.tar
-    - data/train-g3-00011.tar
-    - data/train-g3-00012.tar
-    - data/train-g3-00013.tar
-    - data/train-g3-00014.tar
-    - data/train-g3-00015.tar
-    - data/train-g3-00016.tar
-    - data/train-g3-00017.tar
-    - data/train-g3-00018.tar
-    - data/train-g3-00019.tar
-    - data/train-g3-00020.tar
-    - data/train-g3-00021.tar
-    - data/train-g3-00022.tar
-    - data/train-g3-00023.tar
-    - data/train-g3-00024.tar
-    - data/train-g3-00025.tar
-    - data/train-g3-00026.tar
-    - data/train-g3-00027.tar
-    - data/train-g3-00028.tar
-    - data/train-g3-00029.tar
-    - data/train-g3-00030.tar
-    - data/train-g3-00031.tar
-    - data/train-g4-00000.tar
-    - data/train-g4-00001.tar
-    - data/train-g4-00002.tar
-    - data/train-g4-00003.tar
-    - data/train-g4-00004.tar
-    - data/train-g4-00005.tar
-    - data/train-g4-00006.tar
-    - data/train-g4-00007.tar
-    - data/train-g4-00008.tar
-    - data/train-g4-00009.tar
-    - data/train-g4-00010.tar
-    - data/train-g4-00011.tar
-    - data/train-g4-00012.tar
-    - data/train-g4-00013.tar
-    - data/train-g4-00014.tar
-    - data/train-g4-00015.tar
-    - data/train-g4-00016.tar
-    - data/train-g4-00017.tar
-    - data/train-g4-00018.tar
-    - data/train-g4-00019.tar
-    - data/train-g4-00020.tar
-    - data/train-g4-00021.tar
-    - data/train-g4-00022.tar
-    - data/train-g4-00023.tar
-    - data/train-g4-00024.tar
-    - data/train-g4-00025.tar
-    - data/train-g4-00026.tar
-    - data/train-g4-00027.tar
-    - data/train-g4-00028.tar
-    - data/train-g4-00029.tar
-    - data/train-g4-00030.tar
-    - data/train-g4-00031.tar
-    - data/train-g5-00000.tar
-    - data/train-g5-00001.tar
-    - data/train-g5-00002.tar
-    - data/train-g5-00003.tar
-    - data/train-g5-00004.tar
-    - data/train-g5-00006.tar
-    - data/train-g5-00007.tar
-    - data/train-g5-00008.tar
-    - data/train-g5-00009.tar
-    - data/train-g5-00010.tar
-    - data/train-g5-00011.tar
-    - data/train-g5-00012.tar
-    - data/train-g5-00013.tar
-    - data/train-g5-00014.tar
-    - data/train-g5-00015.tar
-    - data/train-g5-00016.tar
-    - data/train-g5-00017.tar
-    - data/train-g5-00018.tar
-    - data/train-g5-00019.tar
-    - data/train-g5-00020.tar
-    - data/train-g5-00021.tar
-    - data/train-g5-00022.tar
-    - data/train-g5-00023.tar
-    - data/train-g5-00024.tar
-    - data/train-g5-00025.tar
-    - data/train-g5-00026.tar
-    - data/train-g5-00027.tar
-    - data/train-g5-00028.tar
-    - data/train-g5-00029.tar
-    - data/train-g5-00030.tar
-    - data/train-g6-00000.tar
-    - data/train-g6-00001.tar
-    - data/train-g6-00002.tar
-    - data/train-g6-00003.tar
-    - data/train-g6-00004.tar
-    - data/train-g6-00005.tar
-    - data/train-g6-00006.tar
-    - data/train-g6-00007.tar
-    - data/train-g6-00008.tar
-    - data/train-g6-00009.tar
-    - data/train-g6-00010.tar
-    - data/train-g6-00011.tar
-    - data/train-g6-00012.tar
-    - data/train-g6-00013.tar
-    - data/train-g6-00014.tar
-    - data/train-g6-00015.tar
-    - data/train-g6-00016.tar
-    - data/train-g6-00017.tar
-    - data/train-g6-00018.tar
-    - data/train-g6-00019.tar
-    - data/train-g6-00020.tar
-    - data/train-g6-00021.tar
-    - data/train-g6-00022.tar
-    - data/train-g6-00023.tar
-    - data/train-g6-00024.tar
-    - data/train-g6-00025.tar
-    - data/train-g6-00026.tar
-    - data/train-g6-00027.tar
-    - data/train-g6-00028.tar
-    - data/train-g6-00029.tar
-    - data/train-g6-00030.tar
-    - data/train-g6-00031.tar
-    - data/train-g7-00000.tar
-    - data/train-g7-00001.tar
-    - data/train-g7-00002.tar
-    - data/train-g7-00003.tar
-    - data/train-g7-00004.tar
-    - data/train-g7-00005.tar
-    - data/train-g7-00006.tar
-    - data/train-g7-00007.tar
-    - data/train-g7-00008.tar
-    - data/train-g7-00009.tar
-    - data/train-g7-00010.tar
-    - data/train-g7-00011.tar
-    - data/train-g7-00012.tar
-    - data/train-g7-00013.tar
-    - data/train-g7-00014.tar
-    - data/train-g7-00015.tar
-    - data/train-g7-00016.tar
-    - data/train-g7-00017.tar
-    - data/train-g7-00018.tar
-    - data/train-g7-00019.tar
-    - data/train-g7-00020.tar
-    - data/train-g7-00021.tar
-    - data/train-g7-00022.tar
-    - data/train-g7-00023.tar
-    - data/train-g7-00024.tar
-    - data/train-g7-00025.tar
-    - data/train-g7-00026.tar
-    - data/train-g7-00027.tar
-    - data/train-g7-00028.tar
 - config_name: jobs
   data_files:
   - split: train
     path: job-data/*.tar
+- config_name: base
+  data_files:
+  - split: train
+    path: data/*.tar
 dataset_info:
 - config_name: default
   features: &id001
@@ -711,6 +212,10 @@ dataset_info:
         dtype: bool
       - name: image_sha256
         dtype: string
+      - name: policy_sha256
+        dtype: string
+      - name: original_screening_policy_sha256
+        dtype: string
       - name: generation_seconds
         dtype: float64
       - name: screening_seconds
@@ -807,27 +312,12 @@ dataset_info:
     dtype: string
   - name: __url__
     dtype: string
-- config_name: base
-  features: *id001
 - config_name: jobs
   features: *id001
+- config_name: base
+  features: *id001
 ---
 
-# Complete character collection and professional outfit plan
-
-**Planned total: 840 identities, 12,140 images.** The expression/special collection contains 7,500 planned images. A further **464 adult humans × 10 professional outfits = 4,640 sprites** reuse those identities and their neutral references; they do not add new personality IDs. See [all 100 jobs and the exact outfit allocation](JOB_OUTFITS.md). Job sprites uploaded so far: **16/4,640**. The `jobs` streaming configuration becomes available when its first TAR is uploaded.
-
-The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checksums, both LAION classifier scores, operational thresholds and any replacements. Intended ages, professions and demographic attributes describe prompting, not inferred real-world classifications.
-
-# Vivarium warm-painted greenscreen people and special characters
-
-**Combined uploaded snapshot: 4,860/7,500 images.** The collection comprises an original 500-person series, an extension of 240 adult people with the same ten emotions, and 100 fantasy / science-fiction specials with one neutral portrait each. All images are 832×1,248, in the selected Ghibli-inspired warm-painted style, with solid greenscreen backgrounds. The original collection has 4,860/5,000 images uploaded; the extension has 0/2,500.
-
-See the detailed [extension allocation and 25-class special taxonomy](EXTENSIONS.md), including all 100 variants, exact prompt plans, CSVs, inference examples and measured progress. The base model is [FLUX.2-klein-base-9B](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B); the [rank-64 character LoRA](https://huggingface.co/laion/FLUX.2-klein-base-9B-vivarium-loras) is linked with examples and inference instructions. Native generation uses **50 steps, real CFG 4 and BF16**.
-
-Named streaming configurations separate the original `base`, additional `humans_extra`, and `specials` families as their TARs become available. `default` reads all currently uploaded families. Demographic labels are intended prompt attributes; special creatures are not assigned human ethnicities. Use identity IDs for train/evaluation splitting.
-
-
 # Complete character collection and professional outfit plan
 
 **Planned total: 840 identities, 12,140 images.** The expression/special collection contains 7,500 planned images. A further **464 adult humans × 10 professional outfits = 4,640 sprites** reuse those identities and their neutral references; they do not add new personality IDs. See [all 100 jobs and the exact outfit allocation](JOB_OUTFITS.md). Job sprites uploaded so far: **16/4,640**. The `jobs` streaming configuration becomes available when its first TAR is uploaded.
@@ -835,11 +325,11 @@ Named streaming configurations separate the original `base`, additional `humans_
 The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checksums, both LAION classifier scores, operational thresholds and any replacements. Intended ages, professions and demographic attributes describe prompting, not inferred real-world classifications.
 
 
-# Original 500-person collection
+# Vivarium warm-painted greenscreen characters
 
 **500 fictional people ×10 natural facial expressions =5,000 portrait images**, each832×1,248 pixels. The selected aesthetic is the **ghibli-warm-painted** direction: restrained facial proportions, delicate drawn lines, warm painted shading and a solid chroma-green backdrop. Generation uses the **undistilled9B base**, the **rank64 character LoRA**, **50 steps**, real **CFG4**, and **BF16**, with no quantization or distilled checkpoint.
 
-**Production snapshot: 500/500 complete people; 4860/5,000 images uploaded.** Pilot and production validation are recorded in the linked metadata. Counts describe the snapshot; incremental shard commits can be newer.
+**Complete: 500 people and 5,000 images generated, validated and uploaded.**
 
 The [base model](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B) and [character LoRA with examples and instructions](https://huggingface.co/laion/FLUX.2-klein-base-9B-vivarium-loras) are linked separately. The compatible [background dataset](https://huggingface.co/datasets/laion/Anim-E-Ghibli-Backgrounds-FLUX-9B) contains wide warm-painted environments for these foreground characters.
 
@@ -942,7 +432,7 @@ image, metadata, prompt = sample["png"], sample["json"], sample["txt"]
 print(metadata["personality_id"], metadata["emotion"], image.size)
 ```
 
-The `base` configuration selects only `data/*.tar`; the default also includes available extension TAR families. JSON indexes are excluded from training examples. An alternate standard-library TAR/HTTP reader avoids extracting image files:
+The card config selects only `data/*.tar` so index files are not mistaken for training examples. An alternate standard-library TAR/HTTP reader avoids extracting image files:
 
 ```bash
 python tools/read_webdataset.py pilot-person-0253.tar \

metadata/hub-streaming-validation.json

@@ -1,8 +1,8 @@
 {
   "status": "passed",
-  "utc": "2026-10-06T20:59:48.010637+00:00",
+  "utc": "2026-10-06T23:56:39.834891+00:00",
   "repo": "laion/Vivarium-Greenscreen-Characters-FLUX-9B",
-  "revision": "d715a02cd77ab47bc4467ea9b1bab1353c3671b9",
+  "revision": "e2feefa89451bf5fec676a1248466c074dde0b6b",
   "anonymous": true,
   "datasets_version": "5.1.0",
   "samples_verified": 16,
@@ -12,22 +12,22 @@
     "txt"
   ],
   "sample_ids": [
-    "person-0002-afraid",
-    "person-0002-angry",
-    "person-0002-annoyed",
-    "person-0002-disgust",
-    "person-0002-grateful",
-    "person-0002-joyful",
-    "person-0002-neutral",
-    "person-0002-pain",
-    "person-0002-playful",
-    "person-0002-sad",
-    "person-0120-afraid",
-    "person-0120-angry",
-    "person-0120-disgust",
-    "person-0120-joyful",
-    "person-0120-neutral",
-    "person-0120-sad"
+    "person-0277-job-081",
+    "person-0281-job-001",
+    "person-0285-job-049",
+    "person-0289-job-067",
+    "person-0305-job-011",
+    "person-0316-job-042",
+    "person-0327-job-012",
+    "person-0333-job-079",
+    "person-0359-job-021",
+    "person-0373-job-030",
+    "person-0375-job-033",
+    "person-0392-job-003",
+    "person-0397-job-028",
+    "person-0417-job-063",
+    "person-0423-job-056",
+    "person-0446-job-022"
   ],
   "note": "Loader smoke check; complete content integrity uses local decode plus remote whole-shard checksums"
 }

metadata/integrity-validation.json

@@ -1,11 +1,11 @@
 {
   "status": "passed",
-  "scope": "closed-shard snapshot",
-  "utc": "2026-10-06T23:15:11.314413+00:00",
+  "scope": "complete",
+  "utc": "2026-10-06T23:56:34.101909+00:00",
   "images_verified": 5000,
   "persons_verified": 500,
   "shards_verified": 257,
-  "bytes_verified": 5554780160,
+  "bytes_verified": 5557841920,
   "checks": [
     "TAR SHA256 and byte size",
     "three adjacent unique members per sample",
@@ -18,6 +18,7 @@
     "exact neutral reference linkage and416x624 resize",
     "complete planned expressions per closed identity",
     "50-step CFG4 BF16 pinned model/LoRA",
-    "no quantization or distillation"
+    "no quantization or distillation",
+    "complete age/gender/ethnicity prompt distribution"
   ]
 }

metadata/minor-safety/baseline-classification-summary.json

@@ -13,5 +13,7 @@
   "strict_0_10_sum_filter_images": 1662,
   "alternative_0_30_efficientnet_0_10_clip_images": 37,
   "alternative_profiles": 7,
-  "interpretation": "All EfficientNet top-label classifications are drawing or neutral and every CLIP output is below0.10. The original0.10 sum threshold is an additional project heuristic, not a positive classifier label. Neither score threshold is calibrated for this illustrated domain. Active policy remains unchanged pending the optional preference question."
+  "interpretation": "All original EfficientNet top-label classifications are drawing or neutral and every original CLIP output is below0.10. The original0.10 sum threshold was an additional project heuristic, not a positive classifier label. The active supplemental rule uses CLIP0.10 and EfficientNet summed NSFW0.30; its37 original flags from seven profiles have been repaired. Neither threshold is calibrated for this illustrated domain. The implementation decision and preserved old scores are recorded in policy-transition.json; no answer to the optional preference question was inferred.",
+  "active_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
+  "updated_utc": "2026-10-06T23:53:58.776415+00:00"
 }

metadata/minor-safety/current-policy-repair-quality-gate.json

@@ -0,0 +1,100 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T23:53:58.775998+00:00",
+  "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
+  "clip_elevated_threshold": 0.1,
+  "efficientnet_elevated_threshold": 0.3,
+  "actually_reviewed_profiles": [
+    "person-0030",
+    "person-0123",
+    "person-0136",
+    "person-0179",
+    "person-0230",
+    "person-0232",
+    "person-0259"
+  ],
+  "actually_reviewed_images": 70,
+  "image_sha256": {
+    "person-0030-neutral": "ae1dea401675426208968a4d02d3dfed7f9ea32f212b5afd0337479be32278e5",
+    "person-0030-joyful": "4e59be8252636d33028d3ccb883accdd246b00fce0b4f55f118748c6777182ab",
+    "person-0030-grateful": "2e0963ba10b9202237c85df0cf762e947354bd4f35887fd833ce10e12f303b92",
+    "person-0030-playful": "ca8e51ca68e7ad34f0c2cac6a3936e862848f68b42fd0cd11f35305417a19807",
+    "person-0030-angry": "637b3b84435ab90d4ba0684f1edd726b8b7ae61563eacb8528207285c7205ac6",
+    "person-0030-afraid": "aa7374f59345b01c63aeeb1d9678e7aa45f3566ae4c62eff5bf81151a15205d4",
+    "person-0030-sad": "b8af374858f1f02b3cb8e1fb1d7442247e6d978705bc6d693d4f249a5ff6a3f2",
+    "person-0030-annoyed": "4a97873b579bf12476c850fe9fb5b83f8472cfae0a0b5ddb3d50a1f5df905ca5",
+    "person-0030-pain": "eb928d46f7d906f7937332ae7742c93cf331f8cd12717322f04637fd2c24a2de",
+    "person-0030-disgust": "e26bcbe0e2a4dd1fec9641e921143c9026486160b9b0fcd9a903532b07fe49d1",
+    "person-0123-neutral": "6244296bba0986054d4d8b8d30ec9fd69104be58436e3a453b730e2eaeac7635",
+    "person-0123-joyful": "a7b18ae3dc6f7b01b3853f0fee8e0b6395e914b13129090261bd79bc2c24fec9",
+    "person-0123-grateful": "2b241077996491a4a752d0e6a8031ac225d8cc160aab78546ae82068485dc5af",
+    "person-0123-playful": "77ce4b41acd4cd02f55c44172b642b27d759dca238323eaf401a1123547fbca4",
+    "person-0123-angry": "74aad080200320fba2085a151f6b820a8e92b14a1b566b38511432880bcba1e1",
+    "person-0123-afraid": "df8bee222bbecc4016d76f3058e35c192743cfee4514feae66960d3cdcddeae5",
+    "person-0123-sad": "0247e44cd6a33c779f07dc686fbeafd312e1c8420782a346762063066e1bc1d1",
+    "person-0123-annoyed": "51667cf7c8070cfdd6f701cfdb7e0c0ba17d9ef008a9f94d19afc2ee8f9b0704",
+    "person-0123-pain": "de92b68416a1d7f8b1268f29ca8b3fbd02abc1286bfef3cb1d45fe856b1320e1",
+    "person-0123-disgust": "b6e4d3752f56c7bd5ec2009f79496982386bcd6083a07bf807b71fa81b3e18e4",
+    "person-0136-neutral": "ea82b2c69086166f35380af1bbe12f4bad85f97c50bc45a3d87330be93eeb037",
+    "person-0136-joyful": "b7bbd895a20baa327ce41d675c0dc836213a463e70394ed93c72e22fef624794",
+    "person-0136-grateful": "93996a8ea67f02b37660831032caa9dd33b2717e209c97a7484faf9bb4f564a8",
+    "person-0136-playful": "1d75e054d8ca7dd410ad2a8cf373167ab70caa822f02f899eb79e60d1e8ce9a7",
+    "person-0136-angry": "5dcfba676a4bf79be041287cef9961818ebf605d55a575ea46f785427e8b22c3",
+    "person-0136-afraid": "d5f55b690c82f6e5f986d034a33aba0c81e0926beb9e6c84eff50944a7f05b1d",
+    "person-0136-sad": "f62ed2cbbda65ef012c8309d2a0d0fc3b787277deb2731c818d0bce6b56692e9",
+    "person-0136-annoyed": "9971de1841307447580ba70d8e83982bc1f43c508c1b23bf426c05346b495c0b",
+    "person-0136-pain": "2f5e80f3e6ea8ee52808ab281501527357bf0dd1e3225380142a4781dc012647",
+    "person-0136-disgust": "df7c1090d7bd11fde9c989d11418b927116ef4d1d725abb25102e46d28602ff2",
+    "person-0179-neutral": "125100781111698a7e2d3eeb08a4cf46c555d435e227a9a9a1b2cf778c59a9d2",
+    "person-0179-joyful": "dc2af9f002e0cf98dcd9df5f5a267808df6c6ef5ad530be9d644166689e8b111",
+    "person-0179-grateful": "839c8bc3eacfeadd50adca5960b37e81153d0644622f0b355e386e05b4501f0b",
+    "person-0179-playful": "a58520d267b33f3a236f0c19f6c92216d3facaa95432d38302cbd578157ca4c9",
+    "person-0179-angry": "8d26811bc6a4141a002cc5ea73390224b5541e6a06738381c9c409cb89edd47f",
+    "person-0179-afraid": "da7e4e60308aeb3a3af79ecb0246c9ac38099cf187dc0736a890f899e5282f9f",
+    "person-0179-sad": "3857060b0a315121aff7ec30c6d27b3ff9b762d4c09f7119703b73f8c5f31eb7",
+    "person-0179-annoyed": "993b8d392579053512cda4ebb792935892a1035cf58d795ecc85cdeae49fd544",
+    "person-0179-pain": "77f175c7720f65b45e1821fb31a9dc25f71bb6c3fdad85f80ff468c258d9ae2d",
+    "person-0179-disgust": "1e3c807844b8c4411e75f3fe9fb0b0d8e157f0385f43e7096e1fbc5d53d3c6ee",
+    "person-0230-neutral": "fc59667a0ed5aed70ebb1c0a74691c44cb3049e66b1fad0ae4acfd75b8e6d7e3",
+    "person-0230-joyful": "4c5fbc9f043bc12a00d40d9a6cad2357c637f2da25cc6745c990d18ea72f845d",
+    "person-0230-grateful": "78223025ecce2400e1b86778316a5608734352d6ac6bb36471107961710e3600",
+    "person-0230-playful": "2e8390e995c359f27a840a010cc7bdf388783554aad94ae21d30fbf1258b3c14",
+    "person-0230-angry": "7cf37378c484d31d9d88dd0a2f0706c83a25f85acdbe61afb3b76ec011ff7140",
+    "person-0230-afraid": "a6eb95fe9e971629c6b970d7cf226ca4e59f038c657ccee0be75bb4c59163ca7",
+    "person-0230-sad": "7d0b6a7e61b4548d8b051353ef0e7c85c3cff5566755a3cb3f45a1965c253197",
+    "person-0230-annoyed": "fca78030ea073dfe1c72618ebca2e5fd49d96b8c4946c9a92a5618e7e3e8d9b8",
+    "person-0230-pain": "1092e7c9f4e1d6a1d069044a3a6f2f4248b09a49bc44a9b94600fd8cde30b610",
+    "person-0230-disgust": "317cf4c6f0dd965cdae45c4bcc19617e683fa582ed130ebea46a5f32562ddd17",
+    "person-0232-neutral": "562ff3ee050e6636d2bdb88bd663e9a9b7929398c5c3109c4b085adc68968aae",
+    "person-0232-joyful": "c351bbdbb31f978e6a94c7f470bfcf3adcf56ac931389a234199c6d70aea4848",
+    "person-0232-grateful": "0fce59529b0398ec0b60dd1c94535975d49f2b31a11c6a68d1b1f74362562bc6",
+    "person-0232-playful": "952c32f71e8d89ba40ed927a6abf7d5af2f465b676b47df0b5bcdcfb339141f4",
+    "person-0232-angry": "71671eb14da1d5e1e1c6519ffb26b1309c132ae3181960524754d5c6e90db5fa",
+    "person-0232-afraid": "72248b39473246a895ebdbedbed01d1703739777bb27f6d1edef7ea6954f0ae7",
+    "person-0232-sad": "bec60d034337b7e103ecd28bad0cbfb5078247112e2b855fc28c58584edcfd5f",
+    "person-0232-annoyed": "ed03fe9e879a1321a85d1e3d437a06f94342acbdba7f5b87e9f9b9509bd8b889",
+    "person-0232-pain": "0ac0186c11cf08e17244da4eee7e143676271a89d9e1046027eeff3581b7036d",
+    "person-0232-disgust": "80650f76d4df373bbdba7a4ffddbe9913a673ad507c3dd434cba3d96020d4918",
+    "person-0259-neutral": "17f95bdcc6bb817f4a6e6e2e6f478ae76c473be45aa575cdd17cadcd578d45a8",
+    "person-0259-joyful": "1822af91f551ecca04619e3bd0499fe200ad94762be51e0562b1c98137a8a7aa",
+    "person-0259-grateful": "361854cd59675a37baecdb97a786809378362d4a24036010f22947f47ac72566",
+    "person-0259-playful": "d6fdd6af43ccd9be14c4637ce48bae9b9f4fe28209a580c998cf8d72be447fea",
+    "person-0259-angry": "d9d04cb328e64bc08d829581b597ae41e83191a760be2cc921a301dc485fed0a",
+    "person-0259-afraid": "9f7d9e7c442fd104163406b83cf78a80ed753f2471f4f81ec3177edc21af0866",
+    "person-0259-sad": "dd68f03d65a4ea27f1da98599ca1670364d083b007c460bda4110c222d597785",
+    "person-0259-annoyed": "97ccef766f588c8e779183e365b1bc620cf03d0d711e63e6560da10ace336e18",
+    "person-0259-pain": "4389d9e4322af9be10983179c9cf688c65b0af7565495e587a34816673272d9c",
+    "person-0259-disgust": "e9ba846f74893e2cd965f91600617bde24a1170a60a00b67ee455454d8e6dbba"
+  },
+  "criteria": [
+    "Full-body and enlarged-face contact sheets actually inspected for all70 current images",
+    "Fully covering age-appropriate opaque clothing and SFW presentation",
+    "Warm painted Ghibli style, closely matched identity/hair/outfit across ten expressions",
+    "All four classifier/view outputs below the active per-model thresholds"
+  ],
+  "limitations": [
+    "Mild negative expressions can overlap",
+    "Reference edits can slightly change facial detail, lighting or framing",
+    "Scores are uncalibrated model outputs, not a guarantee"
+  ]
+}

metadata/minor-safety/policy-boundary-validation.json

@@ -0,0 +1,11 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T23:45:45.204660+00:00",
+  "checks": [
+    "Independent CLIP0.10 and EfficientNet0.30 boundaries",
+    "Exact threshold values are flagged",
+    "Foreground-only flags are preserved",
+    "Ordinary>=0.50 positives remain flagged"
+  ],
+  "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0"
+}

metadata/minor-safety/public-stream-filter.json

@@ -1,1261 +1,6 @@
 {
-  "status": "active_while_repairing",
-  "utc": "2026-10-06T23:51:36.995318+00:00",
-  "included_shards": 250,
-  "included_base_images": 4860,
-  "withheld_shards": 0,
-  "withheld_base_images": 0,
-  "included": [
-    {
-      "name": "pilot-person-0002.tar",
-      "count": 10,
-      "sha256": "527ca11c1964d7b032e16e96ab980595ba48059499ef87738fd956a7d0aa5304"
-    },
-    {
-      "name": "pilot-person-0120.tar",
-      "count": 10,
-      "sha256": "42dbc400abd92e0371195dc787b94d74c1d1bb85b439a3bd91a85f85652396bb"
-    },
-    {
-      "name": "pilot-person-0253.tar",
-      "count": 10,
-      "sha256": "d46ce2eddc9fb2790647de358aafa345cea007b18dc0c033bbbdfa1b2e921986"
-    },
-    {
-      "name": "train-g0-00000.tar",
-      "count": 10,
-      "sha256": "4088a227d57c9c2896da4350e4124486ed5a83cf29d8713b14330ee4023dd145"
-    },
-    {
-      "name": "train-g0-00001.tar",
-      "count": 20,
-      "sha256": "6718391205d7b17f569b17ca7d60bc2fb67190e3ae31f4e24c92adb562e8aed2"
-    },
-    {
-      "name": "train-g0-00002.tar",
-      "count": 20,
-      "sha256": "e95c7cb139663d21d41ec07e45c68bf1e5dc191da74ef7e2ba2da9e5415e9726"
-    },
-    {
-      "name": "train-g0-00003.tar",
-      "count": 20,
-      "sha256": "effc983ef895824825c9f93a51b4bb98f739c2e0592df35d54e2ac3fe6ffa231"
-    },
-    {
-      "name": "train-g0-00004.tar",
-      "count": 20,
-      "sha256": "d851acc11a15b20f9342bd3a5a5e671fddb3b9ef08085c67e4bc6d377ccee6b2"
-    },
-    {
-      "name": "train-g0-00005.tar",
-      "count": 20,
-      "sha256": "a1768075eeb1fe2837a05a78a4c31a7a3eefb3474ac11c92268919f5dd575170"
-    },
-    {
-      "name": "train-g0-00006.tar",
-      "count": 20,
-      "sha256": "fc5daccf976d9b2605337e1e67bf96b95e1b654116bbb7e85dfb8f6e7b8b89f9"
-    },
-    {
-      "name": "train-g0-00007.tar",
-      "count": 20,
-      "sha256": "4ef7d0d61d82629a9315e854710baa191292d843e29660e4ee112f72987881a5"
-    },
-    {
-      "name": "train-g0-00009.tar",
-      "count": 20,
-      "sha256": "520dc41bf829c1c842601ab119a77e55e3a48f233b30e5ea6ae8ffcfde45546b"
-    },
-    {
-      "name": "train-g0-00011.tar",
-      "count": 20,
-      "sha256": "b47850efa18af5d58760bdbe49676817c2f295266dfdd0eab8177c88f779a5ad"
-    },
-    {
-      "name": "train-g0-00012.tar",
-      "count": 20,
-      "sha256": "1334bfb6103e3aa7c86370996dfa803879f3555b59b9ffda984e372fda6e61fa"
-    },
-    {
-      "name": "train-g0-00013.tar",
-      "count": 20,
-      "sha256": "f3cc4f726dc08b6edd982d5046ec5cfd21886d812368e706fb3582aa76e85a23"
-    },
-    {
-      "name": "train-g0-00014.tar",
-      "count": 20,
-      "sha256": "dd1be353b2318a7a344e0a1ae82832867f484430ebda0c62fcc15b97e6628475"
-    },
-    {
-      "name": "train-g0-00015.tar",
-      "count": 20,
-      "sha256": "8c092674601cb75692d37ab618b2811cbd8775aa6bb5b256779043ced720a590"
-    },
-    {
-      "name": "train-g0-00016.tar",
-      "count": 20,
-      "sha256": "670ac2a82fd32c480df61f669bdb942c0ee1a07987222fa6cf966a482867c03c"
-    },
-    {
-      "name": "train-g0-00017.tar",
-      "count": 20,
-      "sha256": "530a6cf8e787fcd888e5e835a74c46dd207b3347bea9e50013827370fc3c150b"
-    },
-    {
-      "name": "train-g0-00018.tar",
-      "count": 20,
-      "sha256": "ddf4e8585a57e5d3180c643ee9688f42bda91292975997249f7b62519fbc0bfc"
-    },
-    {
-      "name": "train-g0-00019.tar",
-      "count": 20,
-      "sha256": "018a442e333bd36087e035c648fd0319a9a4ff76fec18a440206cdbf1fa8f407"
-    },
-    {
-      "name": "train-g0-00020.tar",
-      "count": 20,
-      "sha256": "8adb6446a32e30463f9593d55d4f4a12c9b52f1056ea3763c39014176ab7a4e4"
-    },
-    {
-      "name": "train-g0-00021.tar",
-      "count": 20,
-      "sha256": "0afa39d0426d3e0dbf7befd1d579428cad3aeb1ec738e19cf47d5f5952a74650"
-    },
-    {
-      "name": "train-g0-00022.tar",
-      "count": 20,
-      "sha256": "8a1a585dbae6dd7654d22350fe78ad8617b71abf346dacec9fed5af09a7f5f06"
-    },
-    {
-      "name": "train-g0-00023.tar",
-      "count": 20,
-      "sha256": "ff02f183cdec4083ec53a54f0f07da6ed8a62c4d52b9db2b5bd7f374c0a943bb"
-    },
-    {
-      "name": "train-g0-00024.tar",
-      "count": 20,
-      "sha256": "35f3d2c9511e84299667bd5924ce24c18f7e0578b741b8925f010cd962943b9f"
-    },
-    {
-      "name": "train-g0-00025.tar",
-      "count": 20,
-      "sha256": "f8014b66a313a24edc021161d8a97dcd53d5d3cf1a7895a7b931b069f7715c60"
-    },
-    {
-      "name": "train-g0-00026.tar",
-      "count": 20,
-      "sha256": "88333ca15ffa04b436642343a5ce3496b709de96d8a232167dcdf5bba368f8c8"
-    },
-    {
-      "name": "train-g0-00027.tar",
-      "count": 20,
-      "sha256": "2eeb74154462fb01831bf698931ea3911114e13ed2a6a01354c15130b041581d"
-    },
-    {
-      "name": "train-g0-00028.tar",
-      "count": 20,
-      "sha256": "df5e69fffef4e732853ee2a2857f2f5c0efa8fac6f0527621710a555e865d3ed"
-    },
-    {
-      "name": "train-g0-00029.tar",
-      "count": 20,
-      "sha256": "08e3544dd31b0b397c660303f3b031b7e61e5d89a175871e924e0dd7d018f250"
-    },
-    {
-      "name": "train-g0-00030.tar",
-      "count": 20,
-      "sha256": "c79c28b83a5b6ecbb4d6bbfd0a0d3da602438e4357b14fb4fe7c6021e05d5d4f"
-    },
-    {
-      "name": "train-g0-00031.tar",
-      "count": 10,
-      "sha256": "c2fd076246a7d209e1e6dcf2169ae9898f5557b1f05d2984fdf859230f79860f"
-    },
-    {
-      "name": "train-g1-00000.tar",
-      "count": 10,
-      "sha256": "20907d5b516c61e8bc6719abca012e9a87850e0beace0f93384a9b24ef0d9660"
-    },
-    {
-      "name": "train-g1-00001.tar",
-      "count": 20,
-      "sha256": "16a30c2f6cd8ea423c0337927f1a5b6dcf57b27450ee3dae98b95495819db1c0"
-    },
-    {
-      "name": "train-g1-00002.tar",
-      "count": 20,
-      "sha256": "18e324068c642e50fd0909408b7960e8a3ca8118cc89840edf33096f971a4c09"
-    },
-    {
-      "name": "train-g1-00003.tar",
-      "count": 20,
-      "sha256": "9b6c9dd8518a7811613bf0faf0633cb8551f86955b70f713fc7df5c563747570"
-    },
-    {
-      "name": "train-g1-00004.tar",
-      "count": 20,
-      "sha256": "1c5f236820af605c06fde6acceed9c6786d9717459537f90b4978e14b2f5e2d3"
-    },
-    {
-      "name": "train-g1-00005.tar",
-      "count": 20,
-      "sha256": "f6bceea053fe0b0cb18776b939d6ac69618f13118726c59382458ee0c6d68d8a"
-    },
-    {
-      "name": "train-g1-00006.tar",
-      "count": 20,
-      "sha256": "7dd16a485080c2548ff2157913c207a2c5a0194fae7e855ea0c7f59d3a9dfd7b"
-    },
-    {
-      "name": "train-g1-00007.tar",
-      "count": 20,
-      "sha256": "0ca634f0de3532d7c2f98b34d2b6423204f275b572d2103cd3bb1fa3507c23fe"
-    },
-    {
-      "name": "train-g1-00008.tar",
-      "count": 20,
-      "sha256": "4d7ea873da89703371c948c0f474fd8abb3b5976a8f5920e0b68ba8e86f3517c"
-    },
-    {
-      "name": "train-g1-00009.tar",
-      "count": 20,
-      "sha256": "e1777a8feaf7cf7d1de3f9df3eb49ca89238860a82fe2bad19d6cab148c4cd87"
-    },
-    {
-      "name": "train-g1-00010.tar",
-      "count": 20,
-      "sha256": "cf9af62baa9b113979da38fdd77543826eef5016c95d6a3df03f9eda3bc65205"
-    },
-    {
-      "name": "train-g1-00011.tar",
-      "count": 20,
-      "sha256": "f6bd71fd5393c43f54ddb14a93ea75ceb912070f0a232a93d7377add6d01bf93"
-    },
-    {
-      "name": "train-g1-00012.tar",
-      "count": 20,
-      "sha256": "60f30ddb2768725c9cea32c497b315a7aded1bfe1bcdfd4c6c1530e6da6e8cb2"
-    },
-    {
-      "name": "train-g1-00013.tar",
-      "count": 20,
-      "sha256": "d13286b6ce54f912ff5e4e9c3c2c80cc6e305ec3cf17a0e57c6f739978ebda94"
-    },
-    {
-      "name": "train-g1-00014.tar",
-      "count": 20,
-      "sha256": "fa90d84e8beff68ce5d3822d1d5b576bab74c78872de6ec37cffebcd3a428e66"
-    },
-    {
-      "name": "train-g1-00015.tar",
-      "count": 20,
-      "sha256": "3a37c24d2bbaf8981fd2b88d950e10450cd68efc406adeadde481b30bfce019e"
-    },
-    {
-      "name": "train-g1-00016.tar",
-      "count": 20,
-      "sha256": "979227c535a2f7fafbd4e2281ca5ca927866282352ec518807e40274c88da1ad"
-    },
-    {
-      "name": "train-g1-00017.tar",
-      "count": 20,
-      "sha256": "0b47d49f9a05fe2bf059107435d22217ed6472910b945e2569156bd9cbee3374"
-    },
-    {
-      "name": "train-g1-00019.tar",
-      "count": 20,
-      "sha256": "741e48d4c232fe678d19d65a555b9bd4bd70c3d627d4bd4dd283598543ce8ac6"
-    },
-    {
-      "name": "train-g1-00020.tar",
-      "count": 20,
-      "sha256": "b0c61f19eb0b2aa91e13e63c97ada359108e3872edecd5e9813bdaad15030a5e"
-    },
-    {
-      "name": "train-g1-00021.tar",
-      "count": 20,
-      "sha256": "ab4e1ea7f7ec5071838cd5c5a462badd50d723821dd525e6f1b2e32d7de58622"
-    },
-    {
-      "name": "train-g1-00022.tar",
-      "count": 20,
-      "sha256": "f34c3e6cbd1f8d924aaad2fae46d0e294bb892218f12e844a85c8e811f68f172"
-    },
-    {
-      "name": "train-g1-00023.tar",
-      "count": 20,
-      "sha256": "8741de76fcb03fa2b448f0476e14f2466a6a5363bc2d3ecf99fb68a6f7068c9a"
-    },
-    {
-      "name": "train-g1-00024.tar",
-      "count": 20,
-      "sha256": "ac6230468823bf3941fee6adfbc4df9b03c565f32dcea43f0e5ac7e9d6e15e88"
-    },
-    {
-      "name": "train-g1-00025.tar",
-      "count": 20,
-      "sha256": "9bba209640873c49d5b7c19f733ceea82ec15a36316867e324f71d88e0c5829a"
-    },
-    {
-      "name": "train-g1-00026.tar",
-      "count": 20,
-      "sha256": "3e358e5ad28986e154e8d12bab1f2fe5bc7db887f42dba8c9b09021af19afdbf"
-    },
-    {
-      "name": "train-g1-00027.tar",
-      "count": 20,
-      "sha256": "ee9386fae59fd97dce7dbe8b1f988fa8e96f83c3bf2673d6c13c56e2273740f3"
-    },
-    {
-      "name": "train-g1-00028.tar",
-      "count": 20,
-      "sha256": "794952b29354799141b9c71301dc05f9dcfe9ab7a9f081f3502350c2639f8664"
-    },
-    {
-      "name": "train-g1-00029.tar",
-      "count": 20,
-      "sha256": "e7fec8931c22042eaed68c9fb183ec2806fdc9eb5e6b054ddd7c2549b4f79e89"
-    },
-    {
-      "name": "train-g1-00030.tar",
-      "count": 20,
-      "sha256": "f08fb1d53855c5e961275401d3aebfeeeba336f0db2da3a2fc8d2afef3f94be7"
-    },
-    {
-      "name": "train-g1-00031.tar",
-      "count": 20,
-      "sha256": "6392702aca3dda3a2cda1e02b778b1145b8f9154e561460e3ee872de952a4cd7"
-    },
-    {
-      "name": "train-g2-00000.tar",
-      "count": 10,
-      "sha256": "5e9c071cd6d3a6e04f728e5ff71c4842f828a079af91286e3361970189586a4d"
-    },
-    {
-      "name": "train-g2-00001.tar",
-      "count": 20,
-      "sha256": "7a9eccc7639cdc5327762e6f95160a8df9130c9f2f9978be40b58b60639226c7"
-    },
-    {
-      "name": "train-g2-00003.tar",
-      "count": 20,
-      "sha256": "a1f5a55b6e5f20fb3273d3a468393d64d92b5bb4589cd854289e460f2af07c9c"
-    },
-    {
-      "name": "train-g2-00004.tar",
-      "count": 20,
-      "sha256": "13fc1edf1fa7e816586d2826ca9e14f9e0d87051bcd0c052b0a5430ea4a23248"
-    },
-    {
-      "name": "train-g2-00005.tar",
-      "count": 20,
-      "sha256": "0d3067f8a99c54e6a6a5dd0d6100c4cf89e7b6b122448020ac6b1970ca402a9b"
-    },
-    {
-      "name": "train-g2-00006.tar",
-      "count": 20,
-      "sha256": "ff27476f1c5286466cb592432368b154794c7f2ac2d7cb6e86a561f78ab4a2bc"
-    },
-    {
-      "name": "train-g2-00007.tar",
-      "count": 20,
-      "sha256": "35d2989192590699a0da20c5e380cabb76dbaccf8232bde4ba02ab619cb9289b"
-    },
-    {
-      "name": "train-g2-00008.tar",
-      "count": 20,
-      "sha256": "503409088303643ff8871032fddb99b5ab100f5191e584a7980f8633d7e547c6"
-    },
-    {
-      "name": "train-g2-00009.tar",
-      "count": 20,
-      "sha256": "cae8eccfae75a582824c7e054732629150845225eac95610b148b3e4c199a71e"
-    },
-    {
-      "name": "train-g2-00010.tar",
-      "count": 20,
-      "sha256": "5ccee5519c785dce91042d1a5a3e5d3542f2704e1cb75308583fe510dc714d01"
-    },
-    {
-      "name": "train-g2-00011.tar",
-      "count": 20,
-      "sha256": "cd4477bf09faba15e244b7f2c01fbd813e1932d97d8b57346489918f4b146068"
-    },
-    {
-      "name": "train-g2-00012.tar",
-      "count": 20,
-      "sha256": "a70208226184fa1d3cc7b2278936765e48017a8d6deac3af298c3cdf21847ba6"
-    },
-    {
-      "name": "train-g2-00013.tar",
-      "count": 20,
-      "sha256": "438e150e687eda39def6f31bd9a96cf1b5c104536f532c1a64fb2ada234e5416"
-    },
-    {
-      "name": "train-g2-00014.tar",
-      "count": 20,
-      "sha256": "fbb3cc8d89722ef38589c4b10db98657d09022b77a5248b0f946304ca725f479"
-    },
-    {
-      "name": "train-g2-00015.tar",
-      "count": 20,
-      "sha256": "86cb48a9153fbd2049acb8ac5832bc16381586cb43bc6f165051974b26b701b4"
-    },
-    {
-      "name": "train-g2-00016.tar",
-      "count": 20,
-      "sha256": "1a8ed8a6189537c6ebf3b1af80cf320a2aa936126ee7b365d781825d47b672c6"
-    },
-    {
-      "name": "train-g2-00017.tar",
-      "count": 20,
-      "sha256": "3eb6fd7fd78f6bd7ad508b831ac3aed613bb13cb82f6883c5901cd322676d42d"
-    },
-    {
-      "name": "train-g2-00018.tar",
-      "count": 20,
-      "sha256": "15170978def9b1534d77e8cb6df654ca495dd6d8443e74204247502a0854f88c"
-    },
-    {
-      "name": "train-g2-00019.tar",
-      "count": 20,
-      "sha256": "e23058a774e6fc057ae77181d6c33c59b1520f1c0612c5be4d01df1a8955b2aa"
-    },
-    {
-      "name": "train-g2-00020.tar",
-      "count": 20,
-      "sha256": "5632905e9d2eb7b7e85d03180e7ae072a89a89748ed8b4c0e6417e6b3f75b2c8"
-    },
-    {
-      "name": "train-g2-00021.tar",
-      "count": 20,
-      "sha256": "75669562d71afd0c6f4bca274749b60adff07fef4822590231b2678b6c3c2dcb"
-    },
-    {
-      "name": "train-g2-00022.tar",
-      "count": 20,
-      "sha256": "740198039a6b425169df6334e7c3dd92995bdde48d5969601b2c4298349b7d73"
-    },
-    {
-      "name": "train-g2-00023.tar",
-      "count": 20,
-      "sha256": "6e124765db777feedd2e0c4cee2ddf925b26822ef11b49f3dface805904c2bc8"
-    },
-    {
-      "name": "train-g2-00024.tar",
-      "count": 20,
-      "sha256": "f821c63930aff173536e58f48fd1924a682c190a9ae6a1babb73ea742d1c314e"
-    },
-    {
-      "name": "train-g2-00025.tar",
-      "count": 20,
-      "sha256": "b6d8adb840100788a537c2f16e6b6b8bcb25a31fd17f1077569de6038162421f"
-    },
-    {
-      "name": "train-g2-00026.tar",
-      "count": 20,
-      "sha256": "0c4c47935d9c47a73faf91ff42e390ec4ca80766fd44ad25e39a105e0bf14669"
-    },
-    {
-      "name": "train-g2-00027.tar",
-      "count": 20,
-      "sha256": "a3e4b3cb1ab1b6c3aeafae15a2c8ddaa4942191c0af1216682a8dc09e6f04eaf"
-    },
-    {
-      "name": "train-g2-00028.tar",
-      "count": 20,
-      "sha256": "465fedf15c66d0f0167098f50cb76a85794ce5e187f7e46509c25b2418164998"
-    },
-    {
-      "name": "train-g2-00029.tar",
-      "count": 20,
-      "sha256": "ea316f15667b44301a13409b8ac244b9ceb372d0c27ec36d7fca0891ec597b60"
-    },
-    {
-      "name": "train-g2-00030.tar",
-      "count": 20,
-      "sha256": "2b186d907ab3be8f74358a30c6511113627d38b7cb9c165dfb12eb53fcccf922"
-    },
-    {
-      "name": "train-g2-00031.tar",
-      "count": 20,
-      "sha256": "daedc86510ddc20d26b2e338b9c3c1be649a6db4914b7eaaf6542c6169796cc0"
-    },
-    {
-      "name": "train-g2-00032.tar",
-      "count": 10,
-      "sha256": "008b8c2ed53291303e972550c22e5c6395601fc0a528a8eceb0c1b160363ee59"
-    },
-    {
-      "name": "train-g3-00000.tar",
-      "count": 10,
-      "sha256": "e68e9504b397724b89a20ebf15962b8d1fd55812d3840a4b14de4e239df1880d"
-    },
-    {
-      "name": "train-g3-00001.tar",
-      "count": 10,
-      "sha256": "ceb63d427c4254ee8fa8dbb843ce06d928fbd1bd30e49a5b2f405ec541ed3594"
-    },
-    {
-      "name": "train-g3-00002.tar",
-      "count": 20,
-      "sha256": "09cae4bde7cfb23945b4a51959b0a3e88aae85cc9f06ab421d8007f59cc8df81"
-    },
-    {
-      "name": "train-g3-00003.tar",
-      "count": 20,
-      "sha256": "91acb9fcd6c8210570a7c951d89f3c8ca7cde774d9cda2b973cde278749b7d43"
-    },
-    {
-      "name": "train-g3-00004.tar",
-      "count": 20,
-      "sha256": "1503b280dec2e6eabfab953ba9c5fb0131ce904d0f103d54ce6d3fb05e72c43b"
-    },
-    {
-      "name": "train-g3-00006.tar",
-      "count": 20,
-      "sha256": "897b4117f4c12f9268fa3063c4aa94b1fa02ed64060ce56942f154b126ffa673"
-    },
-    {
-      "name": "train-g3-00007.tar",
-      "count": 20,
-      "sha256": "5b6ba03a755695947c62baac2087d06ca5b57c8b647aebad65c4b72b230076b5"
-    },
-    {
-      "name": "train-g3-00008.tar",
-      "count": 20,
-      "sha256": "a6c5b8cb6455690b13a0d5c93159feb470b14338b0a4e20881e45203151e8c06"
-    },
-    {
-      "name": "train-g3-00009.tar",
-      "count": 20,
-      "sha256": "e6201a0e803b196891010774eef14144b4e4e019876f75a44906d88c04d784ab"
-    },
-    {
-      "name": "train-g3-00010.tar",
-      "count": 20,
-      "sha256": "d78407f253cc8d1491ed5bb313381f2ca6d59b0f97fc8be8f0bef299d663968a"
-    },
-    {
-      "name": "train-g3-00011.tar",
-      "count": 20,
-      "sha256": "247a2d5776d91c12479a145a0528f172a60b51d3b8667038e1f965ce24ad4529"
-    },
-    {
-      "name": "train-g3-00012.tar",
-      "count": 20,
-      "sha256": "a632fec1cbf07e340847b1c419d746b021904bee32ee256d6ba4938ed9b99856"
-    },
-    {
-      "name": "train-g3-00013.tar",
-      "count": 20,
-      "sha256": "392349ea058bd4a5c3c26820a828aa604593a3c882a52f78f5a651b7c178e7f1"
-    },
-    {
-      "name": "train-g3-00014.tar",
-      "count": 20,
-      "sha256": "50ccf2cf964227aced0fea61dd2d2438b87ea5d713138310e1406672824e686a"
-    },
-    {
-      "name": "train-g3-00015.tar",
-      "count": 20,
-      "sha256": "94842ae91c46eef417558b7c0f338dc605ef39c81d63eb88a1a0d09bdc30719e"
-    },
-    {
-      "name": "train-g3-00016.tar",
-      "count": 20,
-      "sha256": "66dc6b9c6ef63be0d68dd02657b09cb92e948ccbe16166a094055d690fb08d49"
-    },
-    {
-      "name": "train-g3-00017.tar",
-      "count": 20,
-      "sha256": "449975b760cca08f5aea289b545bb2c63c69f99209889494cb9269561ef36d0e"
-    },
-    {
-      "name": "train-g3-00018.tar",
-      "count": 20,
-      "sha256": "62f11b22e2e5a6cada5533f11382bc014105774ef1620bd4f8178819d9bb63a0"
-    },
-    {
-      "name": "train-g3-00019.tar",
-      "count": 20,
-      "sha256": "a2daa9da9d07429fa61fba45a23938593bd99262065e9add7db9e489fb547c35"
-    },
-    {
-      "name": "train-g3-00020.tar",
-      "count": 20,
-      "sha256": "f428978206abd43a950e8a00a41ff905d98e0e462df0b1f2168ffbb43f7e3d43"
-    },
-    {
-      "name": "train-g3-00021.tar",
-      "count": 20,
-      "sha256": "deccb940b903b85ed6df90cdcb02fa2111947a928555f32919fdedd303a0a658"
-    },
-    {
-      "name": "train-g3-00022.tar",
-      "count": 20,
-      "sha256": "e2648469258531bfdf76e2b9ae4b1e3a7456f1550f6d587d25c22d156ea9bb5f"
-    },
-    {
-      "name": "train-g3-00023.tar",
-      "count": 20,
-      "sha256": "aa8c16f19767a25328edf95c33949605e67dcf00ad8f5d996595f2eaf075d8bf"
-    },
-    {
-      "name": "train-g3-00024.tar",
-      "count": 20,
-      "sha256": "8d5556651978facebbb1bd555c83dddb59ea3c7f13b702feee96d037aec31e0e"
-    },
-    {
-      "name": "train-g3-00025.tar",
-      "count": 20,
-      "sha256": "239efafcec2d414831fbc0bef5a153c95b354bca1be648e73329ca64a2a07050"
-    },
-    {
-      "name": "train-g3-00026.tar",
-      "count": 20,
-      "sha256": "635802196b8dbb4d47f6c4fb6450d55ef5b1dba850d9e959d2ddc0cfc8d70c9e"
-    },
-    {
-      "name": "train-g3-00027.tar",
-      "count": 20,
-      "sha256": "8e46970ce31b880c74deb75d80bddfa63e7b17676e35560156753209bb491363"
-    },
-    {
-      "name": "train-g3-00028.tar",
-      "count": 20,
-      "sha256": "bbce782725991dc39ac687dc069d032a5e6e2b4c20f5a04e43ffcc9c1384a38b"
-    },
-    {
-      "name": "train-g3-00029.tar",
-      "count": 20,
-      "sha256": "7b3180b87db42cd06bc6f1bc95a7d14517e3d8f4152f068205badfee4798b9ee"
-    },
-    {
-      "name": "train-g3-00030.tar",
-      "count": 20,
-      "sha256": "294159c9c4bdf5f7ce95d6e66a6d10cb2d94720b089fd4038c21ce35f743d9bf"
-    },
-    {
-      "name": "train-g3-00031.tar",
-      "count": 20,
-      "sha256": "a045fdc7ee496f90fed282578d24635d1d2120a401f1818030d6306dcc4d5f36"
-    },
-    {
-      "name": "train-g4-00000.tar",
-      "count": 10,
-      "sha256": "7b373b727133ec6d016b90d94c6b5921591fffafb502fcf27acf39d6dcbb358a"
-    },
-    {
-      "name": "train-g4-00001.tar",
-      "count": 20,
-      "sha256": "786eed4d503e9e256e24a4635a911c549f3285a1879b0ba402a242b77e535873"
-    },
-    {
-      "name": "train-g4-00002.tar",
-      "count": 20,
-      "sha256": "faaff9359d749a48f82a7ff615180dac8ec5c399c14841654e5885f6cc76beab"
-    },
-    {
-      "name": "train-g4-00003.tar",
-      "count": 20,
-      "sha256": "d0d533270f2d72350d91066d1cb6d1d9041a03468fbbd76b5172f500e1915ec4"
-    },
-    {
-      "name": "train-g4-00004.tar",
-      "count": 20,
-      "sha256": "59c80f77a2cd115aa233277ddb158ea49284be86eb91fb45389325dc3c236f44"
-    },
-    {
-      "name": "train-g4-00005.tar",
-      "count": 20,
-      "sha256": "97fd87b617acda10d792531f8ece24abc3ef938c6af3091cc9b40e092d3e2061"
-    },
-    {
-      "name": "train-g4-00006.tar",
-      "count": 20,
-      "sha256": "c0c2314d4ab826299635fc797be2aa6edb3d42a8e0e47958575c02c9b5158cee"
-    },
-    {
-      "name": "train-g4-00007.tar",
-      "count": 20,
-      "sha256": "09fbf8a2027da15ae8c2157793560a1d0a33d115d9b37168ce0fed3e397d37c7"
-    },
-    {
-      "name": "train-g4-00008.tar",
-      "count": 20,
-      "sha256": "fa1136b95c4f96b5d0bc6ac028ff8fe106806bdd2b4b50cc47ee0f599e14daa9"
-    },
-    {
-      "name": "train-g4-00009.tar",
-      "count": 20,
-      "sha256": "d89e7adc47c97e9d601c10f87af32beed53b4a7aa911a0e8510c650a8c26208d"
-    },
-    {
-      "name": "train-g4-00010.tar",
-      "count": 20,
-      "sha256": "76ec840f25e9fe353b85bb3f95ca7b6968725227af862989eb46cb950b38fbb2"
-    },
-    {
-      "name": "train-g4-00011.tar",
-      "count": 20,
-      "sha256": "21dca433db7deeac8ffc3da9c230f15a4fa15a06041fd46a8778d22d52d25ce9"
-    },
-    {
-      "name": "train-g4-00012.tar",
-      "count": 20,
-      "sha256": "5e56c325d99851b8776a0abf3c67b13691135cd49333925349b2cdeaabe9cfb9"
-    },
-    {
-      "name": "train-g4-00013.tar",
-      "count": 20,
-      "sha256": "42bd0a8c13785b11c09cf3e26cd0b58336457f229f5bcb6ca5b05e564e399a54"
-    },
-    {
-      "name": "train-g4-00014.tar",
-      "count": 20,
-      "sha256": "39a61d3e582b2bc795fda20e7d5bffd99a1f212fb330d8a76e1a9660297988fd"
-    },
-    {
-      "name": "train-g4-00015.tar",
-      "count": 20,
-      "sha256": "def1f39a3d35dc6715eecbd67304c4ee6b7dd3fab4fbac629ee401103ec06e87"
-    },
-    {
-      "name": "train-g4-00016.tar",
-      "count": 20,
-      "sha256": "0011787acf83cfb5defa2b3aeebe31711aed9fe395df78b81b2b3be9b9468922"
-    },
-    {
-      "name": "train-g4-00017.tar",
-      "count": 20,
-      "sha256": "44e010dd1ae5a9b100be6bfb3d3d570a1ced5dedf58770caa5ecd3451233284c"
-    },
-    {
-      "name": "train-g4-00018.tar",
-      "count": 20,
-      "sha256": "6fa31f2494b563c49bdcf51d27caa2fe6e2b56d7f4b9e13f40c4080dbe8379c0"
-    },
-    {
-      "name": "train-g4-00019.tar",
-      "count": 20,
-      "sha256": "ee569341213d2ad28d29a6d014a5b5be9830776b225d513455718b6813e5074a"
-    },
-    {
-      "name": "train-g4-00020.tar",
-      "count": 20,
-      "sha256": "f4c7678a98ad045d68ee58951c69f4746ca84b783e38a87cf8e98b0f664d2208"
-    },
-    {
-      "name": "train-g4-00021.tar",
-      "count": 20,
-      "sha256": "a117e8f576a8759959348d068444d6313aeb40121d8939f9bde75c2dcc24bc8c"
-    },
-    {
-      "name": "train-g4-00022.tar",
-      "count": 20,
-      "sha256": "5ed9c8bf6a4900c59d7b34b56d128b0f0ebaa8e9b1791604f03edf3edd8e18a9"
-    },
-    {
-      "name": "train-g4-00023.tar",
-      "count": 20,
-      "sha256": "b058869faae65aa43b0cf6683c3e44038d862bb005fd05404db43542a19393d6"
-    },
-    {
-      "name": "train-g4-00024.tar",
-      "count": 20,
-      "sha256": "80fc9ed6e90631a2f04a42dccfbf37ecf27d0602724b9a9f64dfd9981c5aeb6a"
-    },
-    {
-      "name": "train-g4-00025.tar",
-      "count": 20,
-      "sha256": "e2d30bef6b7212746e9c063e9abc0f92ed0fb88068d7e67ff4150bb45046efc0"
-    },
-    {
-      "name": "train-g4-00026.tar",
-      "count": 20,
-      "sha256": "cea72100c8c85146484f0136c7fa8d43cf8e9a880206a61505ac42a16405c0c6"
-    },
-    {
-      "name": "train-g4-00027.tar",
-      "count": 20,
-      "sha256": "d0c5ffc3b872002aaf97761c117fc45012b19da32038a439bbe7bf9cfd220030"
-    },
-    {
-      "name": "train-g4-00028.tar",
-      "count": 20,
-      "sha256": "5ac39920d84fdc07f8b3ed2d2e8bb647738aa63555e97533ddf295a65ef0a3c5"
-    },
-    {
-      "name": "train-g4-00029.tar",
-      "count": 20,
-      "sha256": "425aeb9b9aa635941f9a92accf7a1154311eb231db55aa55e93711a6ab746755"
-    },
-    {
-      "name": "train-g4-00030.tar",
-      "count": 20,
-      "sha256": "a7978aa77dad3e7b8e2ecbb0d5d730776701ef35ec64836de9a182a8461396af"
-    },
-    {
-      "name": "train-g4-00031.tar",
-      "count": 20,
-      "sha256": "8941a25064acf2ec8a97134db8c81ee7383dcb523b028ba2f45b60adb2568990"
-    },
-    {
-      "name": "train-g5-00000.tar",
-      "count": 10,
-      "sha256": "8dba04196739b28df1795509ee3790ef4767be8e7ec4ffa09c45aa2b6f79ffb9"
-    },
-    {
-      "name": "train-g5-00001.tar",
-      "count": 20,
-      "sha256": "2e4708c5866b4057a5fd13b12d3398df41bdc592e9e2e1b136306dee71544e02"
-    },
-    {
-      "name": "train-g5-00002.tar",
-      "count": 20,
-      "sha256": "679d71af0c48b5e055697250295f3d090628cc3b21614e2c23713c358bf24a64"
-    },
-    {
-      "name": "train-g5-00003.tar",
-      "count": 20,
-      "sha256": "38a33abe49ded6b84f0d5357e15b46aada21b3d2b2c77f8f2051e07c59b67d3e"
-    },
-    {
-      "name": "train-g5-00004.tar",
-      "count": 20,
-      "sha256": "79915528d50dc23124e8a47fc1fb9e5e4548be5d30db858e5dbffd2339382219"
-    },
-    {
-      "name": "train-g5-00006.tar",
-      "count": 20,
-      "sha256": "627c2858b50f1ff8e35ed2f86effacbe0af9e988549fca801ea205825d355e4f"
-    },
-    {
-      "name": "train-g5-00007.tar",
-      "count": 20,
-      "sha256": "5661e1ad389a85ff1debdbf75eec7b4d08409ce91f2af900236a0282383155a2"
-    },
-    {
-      "name": "train-g5-00008.tar",
-      "count": 20,
-      "sha256": "9868e1e6911d8067fe6c2cf5a2a7c7819b86cd297d766d4f53ecdf81188d0f9e"
-    },
-    {
-      "name": "train-g5-00009.tar",
-      "count": 20,
-      "sha256": "d849b251428a5ec4c8f9421cbfaa6f15835222f318081ac40166eef3322da177"
-    },
-    {
-      "name": "train-g5-00010.tar",
-      "count": 20,
-      "sha256": "20e0fbd678f8c56cda988b037421acb8e70d9fb678c54208c6219b0a75929b3a"
-    },
-    {
-      "name": "train-g5-00011.tar",
-      "count": 20,
-      "sha256": "06df31b8652cd1713a96b8c6861c76169646eff4260a55afaf89dacbb6345000"
-    },
-    {
-      "name": "train-g5-00012.tar",
-      "count": 20,
-      "sha256": "154a8d7ad542e110a295e71a4012cf048187691162559107c96e0d8fe8cf6e0b"
-    },
-    {
-      "name": "train-g5-00013.tar",
-      "count": 20,
-      "sha256": "ce409b384bdc49054be88be07a043403703cba2174e0f44c36d40c79508b2296"
-    },
-    {
-      "name": "train-g5-00014.tar",
-      "count": 20,
-      "sha256": "9edd0396a0ad3e592cea8fc22498b4c1635faa3ee0dcf29aa284bbe234db6d90"
-    },
-    {
-      "name": "train-g5-00015.tar",
-      "count": 20,
-      "sha256": "baeb162ab8804782a959bde513af8f7adec530581b0d14a7743c0f169a20acc7"
-    },
-    {
-      "name": "train-g5-00016.tar",
-      "count": 20,
-      "sha256": "389c1413ec81165fe9054432dec449dc87cea0e08decda9973f36b5ca59a5d4a"
-    },
-    {
-      "name": "train-g5-00017.tar",
-      "count": 20,
-      "sha256": "ba29c27e6d28cad89d27fada0aebe258dfbe388aac69808409812e72747e00ac"
-    },
-    {
-      "name": "train-g5-00018.tar",
-      "count": 20,
-      "sha256": "231c93ef698c4f0fcd1bf1b0fe4ce66020faf346f3b677a8bdf34598132e751d"
-    },
-    {
-      "name": "train-g5-00019.tar",
-      "count": 20,
-      "sha256": "b5a52ba04d565d9ca5c6375e30ad46425219aa29ad70b3e0452b7e322a38de91"
-    },
-    {
-      "name": "train-g5-00020.tar",
-      "count": 20,
-      "sha256": "8a7264f48f923dab43153a0576124d3d71f0034ba77bf629f8c05e8c32c68e5e"
-    },
-    {
-      "name": "train-g5-00021.tar",
-      "count": 20,
-      "sha256": "594d44d2d4e6a10720f0021e7c7792ee5319d8f2faa266234573483515b956be"
-    },
-    {
-      "name": "train-g5-00022.tar",
-      "count": 20,
-      "sha256": "7598421b303d833dd8663b3a51334f9ccbe753fee8fdf72cafe0b7b1d620a8ca"
-    },
-    {
-      "name": "train-g5-00023.tar",
-      "count": 20,
-      "sha256": "7cd748ed661ce5f38691e7b1c18e099dbd799eb4c5a6ead1821befd0e60e82d8"
-    },
-    {
-      "name": "train-g5-00024.tar",
-      "count": 20,
-      "sha256": "cea8704b1ada5fcbd87dcf8ead035fdb4059d53fd78c9c0096dd0a53787ac5b7"
-    },
-    {
-      "name": "train-g5-00025.tar",
-      "count": 20,
-      "sha256": "8c0c59082e95f64cf4930deaeb364a0c30b2a0a993d1bfc007e824bea4956806"
-    },
-    {
-      "name": "train-g5-00026.tar",
-      "count": 20,
-      "sha256": "2e7cb21e562fe647809109a666dfca1217969768d95b9677f6697dac3d90add8"
-    },
-    {
-      "name": "train-g5-00027.tar",
-      "count": 20,
-      "sha256": "066ce56439fa247c8dd7df811a3b6dd012d9c78c6c94d1b22b0c6d6c42ba44fd"
-    },
-    {
-      "name": "train-g5-00028.tar",
-      "count": 20,
-      "sha256": "609d407903c9c5180e31e4325b5fa5d37a4a3b8a2a38f8b8aa6b76423cba3cc3"
-    },
-    {
-      "name": "train-g5-00029.tar",
-      "count": 20,
-      "sha256": "6feb29b4ebaaabc9e59b4f1a77bb86838b0307c6158a0e5e014e6ea5b7418746"
-    },
-    {
-      "name": "train-g5-00030.tar",
-      "count": 20,
-      "sha256": "ff6baecf11bd9471324904c72b5a2b55f748c81a4ee3ff9088966232ab651f1a"
-    },
-    {
-      "name": "train-g6-00000.tar",
-      "count": 10,
-      "sha256": "13e6fb8f4f052fdab8726400d58b999981c434bad99b17fbbcdb7badc9ef7c0c"
-    },
-    {
-      "name": "train-g6-00001.tar",
-      "count": 20,
-      "sha256": "82262c79c158beef13f289f72549eed39b266a4be9d43578cd7e3e4faac6d7a1"
-    },
-    {
-      "name": "train-g6-00002.tar",
-      "count": 20,
-      "sha256": "402d85ed051c4bcb30411a99289da5afeb450dd7e8662cf018ca619cc3af0771"
-    },
-    {
-      "name": "train-g6-00003.tar",
-      "count": 20,
-      "sha256": "79405777cbcd74b2d1789dee7a07104c7e3a08bc3fd0d13722508e4de7b88ed3"
-    },
-    {
-      "name": "train-g6-00004.tar",
-      "count": 20,
-      "sha256": "22951fcb95531cdcb0edb7774ad554568a0493fc1c2a2345857244024389f19c"
-    },
-    {
-      "name": "train-g6-00005.tar",
-      "count": 20,
-      "sha256": "f17f045d62d2b77bb344e6c7ce20d567ca982bbca4441dc61a797bae0e245005"
-    },
-    {
-      "name": "train-g6-00006.tar",
-      "count": 20,
-      "sha256": "70caef07d60d61a4ed4404bf9ee311b79b2662e6358290a2c5ced716fa6a2062"
-    },
-    {
-      "name": "train-g6-00007.tar",
-      "count": 20,
-      "sha256": "354c58d0548da70ba13616f70b7488dc8e7b8a0db33a53d910fe431c2cf23303"
-    },
-    {
-      "name": "train-g6-00008.tar",
-      "count": 20,
-      "sha256": "8eba8366aa320270a8740deb889f137f4e43f4f71ae34e7dc6f246f528a212b9"
-    },
-    {
-      "name": "train-g6-00009.tar",
-      "count": 20,
-      "sha256": "35bc7a5165df77d28bc7d843a3c323977a21ad90b5d21c09265a80259a14c6d1"
-    },
-    {
-      "name": "train-g6-00010.tar",
-      "count": 20,
-      "sha256": "2c1b48ec1ae86973ebccd3a0f9a635b4b88b045a971059bd5e5703c108abbb0e"
-    },
-    {
-      "name": "train-g6-00011.tar",
-      "count": 20,
-      "sha256": "6a0d8d4b08ba15b7f0b18ff4fbd333f78463439eebbda15ec8b2c48339ab68bf"
-    },
-    {
-      "name": "train-g6-00012.tar",
-      "count": 20,
-      "sha256": "f275ca576aef70a6e2e408954b900df049fc4c7e4d2e1d9960a68ca0393df571"
-    },
-    {
-      "name": "train-g6-00013.tar",
-      "count": 20,
-      "sha256": "183dc2d2488226763192979a1441f8708ef615011d71300457e196137ab9de27"
-    },
-    {
-      "name": "train-g6-00014.tar",
-      "count": 20,
-      "sha256": "5bbaae37881fb64079f0fa73be95a627810663f388cfbdf746c7cf319123e6c6"
-    },
-    {
-      "name": "train-g6-00015.tar",
-      "count": 20,
-      "sha256": "81f90d0082d2b132be634f86523c5bf19d57a3ed2245d8ce39f2c2a38df20101"
-    },
-    {
-      "name": "train-g6-00016.tar",
-      "count": 20,
-      "sha256": "376d4d373c9aaebc8032348840ffcdc49a1030851db2125cd434903b62f5c84c"
-    },
-    {
-      "name": "train-g6-00017.tar",
-      "count": 20,
-      "sha256": "9db4aa37c844aad34482b822e855db4e3e029ea8430ee742bcd7f858d7f8a58e"
-    },
-    {
-      "name": "train-g6-00018.tar",
-      "count": 20,
-      "sha256": "812665c4fe49c1ca3b6630bf9494bb2e3bc5a7c9ed19c9739ef8ca9c69e34f1d"
-    },
-    {
-      "name": "train-g6-00019.tar",
-      "count": 20,
-      "sha256": "85d6061789be86a101987d93553bf5ef0793984153d9a0de5a2fd1afb79015d0"
-    },
-    {
-      "name": "train-g6-00020.tar",
-      "count": 20,
-      "sha256": "842a464bb413405b1aef8a04f0cbae258b3b7778ad5638bf140dd3e9b7aa1dfe"
-    },
-    {
-      "name": "train-g6-00021.tar",
-      "count": 20,
-      "sha256": "f95b940b3dc327b1ad903b465a372c025421053c01f673e5057b9273bd2ede22"
-    },
-    {
-      "name": "train-g6-00022.tar",
-      "count": 20,
-      "sha256": "8ee48d4acdcc1a2415053066b48c55117fb0f0f6cd587fbccc2940277c246e36"
-    },
-    {
-      "name": "train-g6-00023.tar",
-      "count": 20,
-      "sha256": "617cb597bb7a780cc4738e2021fa10ea3351214f4333b2668f2a49adfeccef58"
-    },
-    {
-      "name": "train-g6-00024.tar",
-      "count": 20,
-      "sha256": "4194a7fd89eabbb3f98b452b8619439004ba1a5ee829f57cdb2298d48ad94bbc"
-    },
-    {
-      "name": "train-g6-00025.tar",
-      "count": 20,
-      "sha256": "5c02ef84e125a734488eed5c4607bd99226a2968ef5b49726c8f247fc72f04ff"
-    },
-    {
-      "name": "train-g6-00026.tar",
-      "count": 20,
-      "sha256": "39a77d2ecbe0925573c9cc0390db18d46a1b1842ac2bad4708757c3515ee9dae"
-    },
-    {
-      "name": "train-g6-00027.tar",
-      "count": 20,
-      "sha256": "fcca99baea48c948a41256cf6b8a153a8c47326cd105b5fa44f74217526fff4d"
-    },
-    {
-      "name": "train-g6-00028.tar",
-      "count": 20,
-      "sha256": "0d713b96a86eaf128a106c2ce1b69fbef10e940b3b9f7ca93c33e9792a552427"
-    },
-    {
-      "name": "train-g6-00029.tar",
-      "count": 20,
-      "sha256": "2a4f9861ab19362b643bd5045cab77eb254552e47aca3ea1d2b7469f77a63b0e"
-    },
-    {
-      "name": "train-g6-00030.tar",
-      "count": 20,
-      "sha256": "1f25776ffbf65c92ab222d345ddf2b9b6a142595576534aa971ebbecba64c09a"
-    },
-    {
-      "name": "train-g6-00031.tar",
-      "count": 20,
-      "sha256": "f6e7f8459dd03fbbe434a7b8ff7da16100f8c14f980c0518fe947676116def02"
-    },
-    {
-      "name": "train-g7-00000.tar",
-      "count": 10,
-      "sha256": "df72d3dbf2d013350940aee2dc3d00d3795c2932675d564f27d174032fd7aa47"
-    },
-    {
-      "name": "train-g7-00001.tar",
-      "count": 20,
-      "sha256": "89b3e856d7c5d4418ceb902b832437c5344355b52882db0cb141781f405f71be"
-    },
-    {
-      "name": "train-g7-00002.tar",
-      "count": 20,
-      "sha256": "36092a5ea279fccf646339a734cb6e971ccc72943d9011be68f0a47ff155f763"
-    },
-    {
-      "name": "train-g7-00003.tar",
-      "count": 20,
-      "sha256": "32df9922faf3a7511720fae85dd462fbfc59bee70db5bf2d40c63e50438bd063"
-    },
-    {
-      "name": "train-g7-00004.tar",
-      "count": 20,
-      "sha256": "89db7abb441d0e47974d9e52f564e63d8c1e4fc2a45b5a7621f0effea98ffd0f"
-    },
-    {
-      "name": "train-g7-00005.tar",
-      "count": 20,
-      "sha256": "e113699e649f20bdd71470bcf8f2d41ac106eae7fcb0700726057b05b7cda7e4"
-    },
-    {
-      "name": "train-g7-00006.tar",
-      "count": 20,
-      "sha256": "17a5700dbdfc67b684153432285bc08367a2ece16adbcc03b2ddfc9f65bf19b2"
-    },
-    {
-      "name": "train-g7-00007.tar",
-      "count": 20,
-      "sha256": "7f432a829a5039caee35b691a1ba02fdfb626e634a4d1fb56521c248657f010d"
-    },
-    {
-      "name": "train-g7-00008.tar",
-      "count": 20,
-      "sha256": "7202a5050a9cc785bffc26b19f68c695fe581258d6e5f70daf51aaa0ad57610f"
-    },
-    {
-      "name": "train-g7-00009.tar",
-      "count": 20,
-      "sha256": "5764dc7757290f0763523bd2f26bfac11330f9f802ff9e4730da442c3e5b607f"
-    },
-    {
-      "name": "train-g7-00010.tar",
-      "count": 20,
-      "sha256": "826c0f31037322d12c51ae1b2b5ba7318b1301ccc6bf7f5f1e07300aa87fbf46"
-    },
-    {
-      "name": "train-g7-00011.tar",
-      "count": 20,
-      "sha256": "f932dda844fca7aa7a6fb608d86eaa371f432218d86366136bd4aad5f81da8f5"
-    },
-    {
-      "name": "train-g7-00012.tar",
-      "count": 20,
-      "sha256": "48470c34ae01773bfa96812f60581f2ff13d61ac796cc97a2fb6a1f626ce2acf"
-    },
-    {
-      "name": "train-g7-00013.tar",
-      "count": 20,
-      "sha256": "81f5face0ca29c9515b05d42ad0913d81604c1c0b768ab8bcb090b8237bab64d"
-    },
-    {
-      "name": "train-g7-00014.tar",
-      "count": 20,
-      "sha256": "0d381a40ca3b2d308024a73874cd9878b9f893f9b27c90d686dbfd67c7897cb0"
-    },
-    {
-      "name": "train-g7-00015.tar",
-      "count": 20,
-      "sha256": "d9ce4f49b5d8d55a8b7ac8ecf32b2ea599ce6993b7aedc9cebfe6e12fadb5a91"
-    },
-    {
-      "name": "train-g7-00016.tar",
-      "count": 20,
-      "sha256": "5eb7bcc142176dee62e700f3a42eaf9d7015f17324c00826a2f01252f2cb6b0e"
-    },
-    {
-      "name": "train-g7-00017.tar",
-      "count": 20,
-      "sha256": "f59fd61c00d2c217001d1f8c67855b8816d2fa45031292f594b15ffe67cc8cb9"
-    },
-    {
-      "name": "train-g7-00018.tar",
-      "count": 20,
-      "sha256": "a2827cd911fd7c254ef0c6e7820daa2a70cbd0b74077ffffe8218e398affa374"
-    },
-    {
-      "name": "train-g7-00019.tar",
-      "count": 20,
-      "sha256": "b01bcc06a3952fb1124b2b2dd2ac2078089160b50e82debfb524870433a51c9c"
-    },
-    {
-      "name": "train-g7-00020.tar",
-      "count": 20,
-      "sha256": "22e3c5ad30c569e2ae94aee87f2478026999e2650e9a12d79cbab4091b833a50"
-    },
-    {
-      "name": "train-g7-00021.tar",
-      "count": 20,
-      "sha256": "6f89c44c4c6cda9de36f14e5aa15095b63bc819d29cac6aa38a570d97aabded4"
-    },
-    {
-      "name": "train-g7-00022.tar",
-      "count": 20,
-      "sha256": "1cf33c8b3a14355550906669ee88894dbdfec7ee2c51916a1a5ee43ee82485b4"
-    },
-    {
-      "name": "train-g7-00023.tar",
-      "count": 20,
-      "sha256": "d0208b0da08f17d4b24abfc407114753640676ba58876a3a5512da11f79332ba"
-    },
-    {
-      "name": "train-g7-00024.tar",
-      "count": 20,
-      "sha256": "b5f9c7f8e46b1311bb9780378dc53a491dba625b5855acc7a26f346f49491e90"
-    },
-    {
-      "name": "train-g7-00025.tar",
-      "count": 20,
-      "sha256": "5a67022bbcc45b158bf2eb870357f394471967273ec7bcfbfc42679e55ef787e"
-    },
-    {
-      "name": "train-g7-00026.tar",
-      "count": 20,
-      "sha256": "ca0cdb0b1ae47eba3e2e3f7cede1b2d436faa2d0fbf533641bf18ca8fa3d190e"
-    },
-    {
-      "name": "train-g7-00027.tar",
-      "count": 20,
-      "sha256": "3a4f83ba88e1258ccb351aafed4c2781a17125bd0fdb1d0e07a35d0b8b98d19b"
-    },
-    {
-      "name": "train-g7-00028.tar",
-      "count": 20,
-      "sha256": "e49d76c5b87bb40a6911278776467533cdfd6ffaca8b64ed9b4fd2c563a9d15e"
-    }
-  ],
-  "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0"
+  "status": "restored_after_completed_recheck_and_all_replacement_uploads",
+  "utc": "2026-10-06T23:56:46.677821+00:00",
+  "included_base_images": 5000,
+  "withheld_base_images": 0
 }

metadata/minor-safety/regeneration-variant-validation.json

@@ -7,5 +7,7 @@
   "variants": 4,
   "unchanged_threshold": 0.1,
   "unchanged_style": "ghibli-warm-painted",
-  "recipe_script_sha256": "c686ad20a414ee951551234d7b107bc76b3bd8cef6b4ac59f31fa0797e1c4b7f"
+  "recipe_script_sha256": "c686ad20a414ee951551234d7b107bc76b3bd8cef6b4ac59f31fa0797e1c4b7f",
+  "scope": "Historical token-length audit of the four prompt variants at the recorded UTC, under the then-active0.10 policy. Original results are preserved; the current policy transition is separate.",
+  "superseded_by_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0"
 }

metadata/progress.json

@@ -1,16 +1,15 @@
 {
-  "utc": "2026-10-06T23:51:27.630501+00:00",
+  "utc": "2026-10-06T23:56:45.953515+00:00",
   "people": {
     "done": 500
   },
   "shards": {
-    "ready": 7,
-    "uploaded": 250
+    "uploaded": 257
   },
   "images_in_closed_shards": 5000,
   "images_generated": 5000,
   "target_people": 500,
   "target_images": 5000,
-  "images_uploaded": 4860,
-  "buffer_free_gb": 290.24129024
+  "images_uploaded": 5000,
+  "buffer_free_gb": 290.241286144
 }

metadata/quality-review.json

@@ -72,6 +72,16 @@
     "person-0024-sad",
     "person-0025-grateful",
     "person-0025-neutral",
+    "person-0030-afraid",
+    "person-0030-angry",
+    "person-0030-annoyed",
+    "person-0030-disgust",
+    "person-0030-grateful",
+    "person-0030-joyful",
+    "person-0030-neutral",
+    "person-0030-pain",
+    "person-0030-playful",
+    "person-0030-sad",
     "person-0032-afraid",
     "person-0032-angry",
     "person-0032-annoyed",
@@ -337,6 +347,7 @@
     "person-0123-annoyed",
     "person-0123-disgust",
     "person-0123-grateful",
+    "person-0123-joyful",
     "person-0123-neutral",
     "person-0123-pain",
     "person-0123-playful",
@@ -372,9 +383,14 @@
     "person-0134-playful",
     "person-0134-sad",
     "person-0136-afraid",
+    "person-0136-angry",
+    "person-0136-annoyed",
     "person-0136-disgust",
+    "person-0136-grateful",
+    "person-0136-joyful",
     "person-0136-neutral",
     "person-0136-pain",
+    "person-0136-playful",
     "person-0136-sad",
     "person-0141-afraid",
     "person-0141-angry",
@@ -486,6 +502,16 @@
     "person-0173-pain",
     "person-0173-playful",
     "person-0173-sad",
+    "person-0179-afraid",
+    "person-0179-angry",
+    "person-0179-annoyed",
+    "person-0179-disgust",
+    "person-0179-grateful",
+    "person-0179-joyful",
+    "person-0179-neutral",
+    "person-0179-pain",
+    "person-0179-playful",
+    "person-0179-sad",
     "person-0181-afraid",
     "person-0181-angry",
     "person-0181-annoyed",
@@ -616,6 +642,26 @@
     "person-0229-pain",
     "person-0229-playful",
     "person-0229-sad",
+    "person-0230-afraid",
+    "person-0230-angry",
+    "person-0230-annoyed",
+    "person-0230-disgust",
+    "person-0230-grateful",
+    "person-0230-joyful",
+    "person-0230-neutral",
+    "person-0230-pain",
+    "person-0230-playful",
+    "person-0230-sad",
+    "person-0232-afraid",
+    "person-0232-angry",
+    "person-0232-annoyed",
+    "person-0232-disgust",
+    "person-0232-grateful",
+    "person-0232-joyful",
+    "person-0232-neutral",
+    "person-0232-pain",
+    "person-0232-playful",
+    "person-0232-sad",
     "person-0237-afraid",
     "person-0237-angry",
     "person-0237-annoyed",
@@ -676,6 +722,16 @@
     "person-0256-pain",
     "person-0256-playful",
     "person-0256-sad",
+    "person-0259-afraid",
+    "person-0259-angry",
+    "person-0259-annoyed",
+    "person-0259-disgust",
+    "person-0259-grateful",
+    "person-0259-joyful",
+    "person-0259-neutral",
+    "person-0259-pain",
+    "person-0259-playful",
+    "person-0259-sad",
     "person-0262-afraid",
     "person-0262-angry",
     "person-0262-annoyed",
@@ -1292,7 +1348,8 @@
     "Safety-score regeneration replaced 10 of ten person-0030 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
     "Safety-score regeneration replaced 10 of ten person-0232 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
     "Safety-score regeneration replaced 10 of ten person-0230 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
-    "Safety-score regeneration replaced 10 of ten person-0259 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending."
+    "Safety-score regeneration replaced 10 of ten person-0259 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
+    "Reviewed all ten current images for each of the seven additional risk-filter profiles0030/0123/0136/0179/0230/0232/0259. Fully covering opaque clothes, coherent identity and outfit, warm painted Ghibli style and natural mild expressions are retained. Negative emotions can overlap. Person0259 pain has a closer full-body framing than its neutral; this is a minor framing variation, not an identity or clothing change. Review is of70 actual current PNG hashes, including retained expressions, rather than every image in the dataset."
   ],
   "status": "ongoing stratified visual review; accepted production",
   "limitations": [
@@ -1302,67 +1359,67 @@
     "Reference edits can alter skin tone or lighting; explicit preservation wording reduces observed changes but does not guarantee identical pixels.",
     "Painted stylization can make adjacent age groups look similar,especially teens and young adults; age_years is the prompted age rather than a visual ground-truth estimate."
   ],
-  "utc": "2026-10-06T23:49:08.726778+00:00",
+  "utc": "2026-10-06T23:53:58.775076+00:00",
   "coverage": {
     "age_and_gender": {
-      "older_adult/male": 5,
-      "older_schoolchild/male": 7,
+      "younger_schoolchild/male": 5,
       "middle_adult/female": 6,
-      "younger_schoolchild/female": 7,
+      "younger_teen/male": 5,
       "young_adult/male": 5,
-      "middle_adult/male": 4,
-      "baby/female": 6,
-      "preschool/male": 6,
-      "younger_senior/female": 5,
+      "older_adult/female": 5,
+      "baby/female": 7,
+      "baby/male": 6,
+      "older_teen/male": 6,
+      "younger_schoolchild/female": 7,
+      "older_schoolchild/male": 7,
+      "young_adult/female": 5,
       "younger_teen/female": 7,
-      "older_schoolchild/female": 7,
+      "older_teen/female": 8,
+      "middle_adult/male": 4,
+      "older_senior/female": 6,
+      "older_schoolchild/female": 8,
+      "older_adult/male": 5,
       "older_senior/male": 6,
       "preschool/female": 6,
-      "older_teen/female": 7,
-      "older_senior/female": 6,
-      "young_adult/female": 5,
-      "older_adult/female": 5,
-      "baby/male": 6,
-      "younger_teen/male": 5,
-      "younger_schoolchild/male": 5,
-      "older_teen/male": 4,
+      "preschool/male": 6,
+      "younger_senior/female": 5,
       "younger_senior/male": 5
     },
     "intended_ethnicity": {
-      "white_caucasian": 61,
-      "japanese": 8,
-      "indian": 10,
-      "arab": 12,
-      "latino": 8,
-      "indigenous_american": 8,
+      "indian": 11,
+      "white_caucasian": 63,
       "southeast_asian": 9,
-      "african_american": 9
+      "african_american": 10,
+      "indigenous_american": 8,
+      "latino": 9,
+      "arab": 12,
+      "japanese": 8
     },
     "outfit_style": {
-      "outdoors": 11,
-      "child_outdoors": 7,
-      "formal_skirt": 2,
       "child_school": 4,
       "everyday_dress": 6,
+      "rock_inspired": 11,
+      "outdoors": 11,
+      "crafts": 5,
       "sporty": 11,
+      "baby_sporty": 4,
       "baby_layers": 4,
-      "child_formal": 7,
-      "crafts": 5,
-      "child_everyday": 8,
-      "rock_inspired": 11,
+      "formal": 4,
       "child_sporty": 6,
-      "smart_casual": 8,
-      "baby_everyday": 4,
-      "child_creative": 6,
+      "child_creative": 7,
+      "child_everyday": 8,
+      "simple_everyday": 6,
+      "smart_casual": 9,
       "casual_layers": 9,
-      "formal": 3,
-      "baby_sporty": 4,
-      "simple_everyday": 5,
+      "baby_everyday": 5,
+      "child_formal": 7,
+      "child_outdoors": 7,
+      "formal_skirt": 2,
       "workwear": 4
     }
   },
-  "people_reviewed": 125,
-  "images_reviewed": 1236,
+  "people_reviewed": 130,
+  "images_reviewed": 1292,
   "safety_invalidated_pixels": {
     "person-0049": "c0c2314d4ab826299635fc797be2aa6edb3d42a8e0e47958575c02c9b5158cee",
     "person-0001": "13e6fb8f4f052fdab8726400d58b999981c434bad99b17fbbcdb7badc9ef7c0c",
@@ -1560,7 +1617,77 @@
     "person-0019-sad": "ce204d6797aed53869b8dd0ddea82af0fcc47676b8f9314fbe68b228643af357",
     "person-0019-annoyed": "1b56744c57ab031f78b725a77ab55ef1f77ae75765ff7c41db4b7802675ee709",
     "person-0019-pain": "cde8e95cf83f7ef3636eac5d8efa0c607c143c870a254942673a96713944d814",
-    "person-0019-disgust": "34786605614c6de91a859009c8ca8e08d1d207fc4b9a4e76ea6e4e98a7028b23"
+    "person-0019-disgust": "34786605614c6de91a859009c8ca8e08d1d207fc4b9a4e76ea6e4e98a7028b23",
+    "person-0030-neutral": "ae1dea401675426208968a4d02d3dfed7f9ea32f212b5afd0337479be32278e5",
+    "person-0030-joyful": "4e59be8252636d33028d3ccb883accdd246b00fce0b4f55f118748c6777182ab",
+    "person-0030-grateful": "2e0963ba10b9202237c85df0cf762e947354bd4f35887fd833ce10e12f303b92",
+    "person-0030-playful": "ca8e51ca68e7ad34f0c2cac6a3936e862848f68b42fd0cd11f35305417a19807",
+    "person-0030-angry": "637b3b84435ab90d4ba0684f1edd726b8b7ae61563eacb8528207285c7205ac6",
+    "person-0030-afraid": "aa7374f59345b01c63aeeb1d9678e7aa45f3566ae4c62eff5bf81151a15205d4",
+    "person-0030-sad": "b8af374858f1f02b3cb8e1fb1d7442247e6d978705bc6d693d4f249a5ff6a3f2",
+    "person-0030-annoyed": "4a97873b579bf12476c850fe9fb5b83f8472cfae0a0b5ddb3d50a1f5df905ca5",
+    "person-0030-pain": "eb928d46f7d906f7937332ae7742c93cf331f8cd12717322f04637fd2c24a2de",
+    "person-0030-disgust": "e26bcbe0e2a4dd1fec9641e921143c9026486160b9b0fcd9a903532b07fe49d1",
+    "person-0123-neutral": "6244296bba0986054d4d8b8d30ec9fd69104be58436e3a453b730e2eaeac7635",
+    "person-0123-joyful": "a7b18ae3dc6f7b01b3853f0fee8e0b6395e914b13129090261bd79bc2c24fec9",
+    "person-0123-grateful": "2b241077996491a4a752d0e6a8031ac225d8cc160aab78546ae82068485dc5af",
+    "person-0123-playful": "77ce4b41acd4cd02f55c44172b642b27d759dca238323eaf401a1123547fbca4",
+    "person-0123-angry": "74aad080200320fba2085a151f6b820a8e92b14a1b566b38511432880bcba1e1",
+    "person-0123-afraid": "df8bee222bbecc4016d76f3058e35c192743cfee4514feae66960d3cdcddeae5",
+    "person-0123-sad": "0247e44cd6a33c779f07dc686fbeafd312e1c8420782a346762063066e1bc1d1",
+    "person-0123-annoyed": "51667cf7c8070cfdd6f701cfdb7e0c0ba17d9ef008a9f94d19afc2ee8f9b0704",
+    "person-0123-pain": "de92b68416a1d7f8b1268f29ca8b3fbd02abc1286bfef3cb1d45fe856b1320e1",
+    "person-0123-disgust": "b6e4d3752f56c7bd5ec2009f79496982386bcd6083a07bf807b71fa81b3e18e4",
+    "person-0136-neutral": "ea82b2c69086166f35380af1bbe12f4bad85f97c50bc45a3d87330be93eeb037",
+    "person-0136-joyful": "b7bbd895a20baa327ce41d675c0dc836213a463e70394ed93c72e22fef624794",
+    "person-0136-grateful": "93996a8ea67f02b37660831032caa9dd33b2717e209c97a7484faf9bb4f564a8",
+    "person-0136-playful": "1d75e054d8ca7dd410ad2a8cf373167ab70caa822f02f899eb79e60d1e8ce9a7",
+    "person-0136-angry": "5dcfba676a4bf79be041287cef9961818ebf605d55a575ea46f785427e8b22c3",
+    "person-0136-afraid": "d5f55b690c82f6e5f986d034a33aba0c81e0926beb9e6c84eff50944a7f05b1d",
+    "person-0136-sad": "f62ed2cbbda65ef012c8309d2a0d0fc3b787277deb2731c818d0bce6b56692e9",
+    "person-0136-annoyed": "9971de1841307447580ba70d8e83982bc1f43c508c1b23bf426c05346b495c0b",
+    "person-0136-pain": "2f5e80f3e6ea8ee52808ab281501527357bf0dd1e3225380142a4781dc012647",
+    "person-0136-disgust": "df7c1090d7bd11fde9c989d11418b927116ef4d1d725abb25102e46d28602ff2",
+    "person-0179-neutral": "125100781111698a7e2d3eeb08a4cf46c555d435e227a9a9a1b2cf778c59a9d2",
+    "person-0179-joyful": "dc2af9f002e0cf98dcd9df5f5a267808df6c6ef5ad530be9d644166689e8b111",
+    "person-0179-grateful": "839c8bc3eacfeadd50adca5960b37e81153d0644622f0b355e386e05b4501f0b",
+    "person-0179-playful": "a58520d267b33f3a236f0c19f6c92216d3facaa95432d38302cbd578157ca4c9",
+    "person-0179-angry": "8d26811bc6a4141a002cc5ea73390224b5541e6a06738381c9c409cb89edd47f",
+    "person-0179-afraid": "da7e4e60308aeb3a3af79ecb0246c9ac38099cf187dc0736a890f899e5282f9f",
+    "person-0179-sad": "3857060b0a315121aff7ec30c6d27b3ff9b762d4c09f7119703b73f8c5f31eb7",
+    "person-0179-annoyed": "993b8d392579053512cda4ebb792935892a1035cf58d795ecc85cdeae49fd544",
+    "person-0179-pain": "77f175c7720f65b45e1821fb31a9dc25f71bb6c3fdad85f80ff468c258d9ae2d",
+    "person-0179-disgust": "1e3c807844b8c4411e75f3fe9fb0b0d8e157f0385f43e7096e1fbc5d53d3c6ee",
+    "person-0230-neutral": "fc59667a0ed5aed70ebb1c0a74691c44cb3049e66b1fad0ae4acfd75b8e6d7e3",
+    "person-0230-joyful": "4c5fbc9f043bc12a00d40d9a6cad2357c637f2da25cc6745c990d18ea72f845d",
+    "person-0230-grateful": "78223025ecce2400e1b86778316a5608734352d6ac6bb36471107961710e3600",
+    "person-0230-playful": "2e8390e995c359f27a840a010cc7bdf388783554aad94ae21d30fbf1258b3c14",
+    "person-0230-angry": "7cf37378c484d31d9d88dd0a2f0706c83a25f85acdbe61afb3b76ec011ff7140",
+    "person-0230-afraid": "a6eb95fe9e971629c6b970d7cf226ca4e59f038c657ccee0be75bb4c59163ca7",
+    "person-0230-sad": "7d0b6a7e61b4548d8b051353ef0e7c85c3cff5566755a3cb3f45a1965c253197",
+    "person-0230-annoyed": "fca78030ea073dfe1c72618ebca2e5fd49d96b8c4946c9a92a5618e7e3e8d9b8",
+    "person-0230-pain": "1092e7c9f4e1d6a1d069044a3a6f2f4248b09a49bc44a9b94600fd8cde30b610",
+    "person-0230-disgust": "317cf4c6f0dd965cdae45c4bcc19617e683fa582ed130ebea46a5f32562ddd17",
+    "person-0232-neutral": "562ff3ee050e6636d2bdb88bd663e9a9b7929398c5c3109c4b085adc68968aae",
+    "person-0232-joyful": "c351bbdbb31f978e6a94c7f470bfcf3adcf56ac931389a234199c6d70aea4848",
+    "person-0232-grateful": "0fce59529b0398ec0b60dd1c94535975d49f2b31a11c6a68d1b1f74362562bc6",
+    "person-0232-playful": "952c32f71e8d89ba40ed927a6abf7d5af2f465b676b47df0b5bcdcfb339141f4",
+    "person-0232-angry": "71671eb14da1d5e1e1c6519ffb26b1309c132ae3181960524754d5c6e90db5fa",
+    "person-0232-afraid": "72248b39473246a895ebdbedbed01d1703739777bb27f6d1edef7ea6954f0ae7",
+    "person-0232-sad": "bec60d034337b7e103ecd28bad0cbfb5078247112e2b855fc28c58584edcfd5f",
+    "person-0232-annoyed": "ed03fe9e879a1321a85d1e3d437a06f94342acbdba7f5b87e9f9b9509bd8b889",
+    "person-0232-pain": "0ac0186c11cf08e17244da4eee7e143676271a89d9e1046027eeff3581b7036d",
+    "person-0232-disgust": "80650f76d4df373bbdba7a4ffddbe9913a673ad507c3dd434cba3d96020d4918",
+    "person-0259-neutral": "17f95bdcc6bb817f4a6e6e2e6f478ae76c473be45aa575cdd17cadcd578d45a8",
+    "person-0259-joyful": "1822af91f551ecca04619e3bd0499fe200ad94762be51e0562b1c98137a8a7aa",
+    "person-0259-grateful": "361854cd59675a37baecdb97a786809378362d4a24036010f22947f47ac72566",
+    "person-0259-playful": "d6fdd6af43ccd9be14c4637ce48bae9b9f4fe28209a580c998cf8d72be447fea",
+    "person-0259-angry": "d9d04cb328e64bc08d829581b597ae41e83191a760be2cc921a301dc485fed0a",
+    "person-0259-afraid": "9f7d9e7c442fd104163406b83cf78a80ed753f2471f4f81ec3177edc21af0866",
+    "person-0259-sad": "dd68f03d65a4ea27f1da98599ca1670364d083b007c460bda4110c222d597785",
+    "person-0259-annoyed": "97ccef766f588c8e779183e365b1bc620cf03d0d711e63e6560da10ace336e18",
+    "person-0259-pain": "4389d9e4322af9be10983179c9cf688c65b0af7565495e587a34816673272d9c",
+    "person-0259-disgust": "e9ba846f74893e2cd965f91600617bde24a1170a60a00b67ee455454d8e6dbba"
   },
-  "complete_person_groups_reviewed": 126
+  "complete_person_groups_reviewed": 129
 }

metadata/remote-verification.json

@@ -1,13 +1,13 @@
 {
   "status": "passed",
-  "scope": "uploaded-shard snapshot",
-  "utc": "2026-10-06T20:59:43.786885+00:00",
+  "scope": "complete",
+  "utc": "2026-10-06T23:56:35.617746+00:00",
   "repo": "laion/Vivarium-Greenscreen-Characters-FLUX-9B",
-  "revision": "d715a02cd77ab47bc4467ea9b1bab1353c3671b9",
+  "revision": "e2feefa89451bf5fec676a1248466c074dde0b6b",
   "anonymous_access": true,
-  "shards_verified": 201,
-  "images_verified": 3900,
-  "bytes_verified": 4331151360,
+  "shards_verified": 257,
+  "images_verified": 5000,
+  "bytes_verified": 5557841920,
   "checks": [
     "Remote byte size",
     "Remote LFS SHA256",

metadata/shards.json

@@ -126,10 +126,10 @@
     "count": 20,
     "bytes": 22589440,
     "sha256": "d7c9939576e6ef50cde716a1751c2329c33fa81ed34b0de4a36faa9bd1715efc",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "f93c46201f7f1cf10af18fff6770073a62a6082d",
     "created": "2026-10-06T17:23:24.294560+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:05.625239+00:00"
   },
   {
     "name": "train-g0-00009.tar",
@@ -148,10 +148,10 @@
     "count": 20,
     "bytes": 22026240,
     "sha256": "8f1a0763b1a914a31e371d3763b4c4a188205ab1fc3e41740ad0c3601e8abe44",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "7840547f1f38b711267835a1d737a22bb7c5c25b",
     "created": "2026-10-06T17:49:51.705036+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:06.992902+00:00"
   },
   {
     "name": "train-g0-00011.tar",
@@ -588,10 +588,10 @@
     "count": 20,
     "bytes": 22681600,
     "sha256": "3290c6077ebc1c50906ae564488e7b8580181d09512c94265551cbc786af1682",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "dc6c8f290384ebc158c35a334e953ab95870890b",
     "created": "2026-10-06T19:33:00.906678+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:08.256681+00:00"
   },
   {
     "name": "train-g1-00019.tar",
@@ -764,10 +764,10 @@
     "count": 20,
     "bytes": 21749760,
     "sha256": "ca3d7aa923eb646158806d1d7c7f797776be144a779fc17725e2afa432ce8171",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "dd31f5b9210bc6d7d3a5780ea45e956de3371f1e",
     "created": "2026-10-06T16:03:23.080256+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:01.568364+00:00"
   },
   {
     "name": "train-g2-00003.tar",
@@ -1160,10 +1160,10 @@
     "count": 20,
     "bytes": 21841920,
     "sha256": "e76f955e14f5258e1acb8e5b253affb65850baabab2a72407dece5d0578ff270",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "1a73b20ed6ba6cafd6d8c86c66e99fe422a73b41",
     "created": "2026-10-06T16:43:26.126326+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:04.304172+00:00"
   },
   {
     "name": "train-g3-00006.tar",
@@ -1864,10 +1864,10 @@
     "count": 20,
     "bytes": 21647360,
     "sha256": "47bf0530b1cac029176525676210115c296ce99e66e22ac6e17ecfe5a0500980",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "a2647ffa949a12be374ad4abbba29a8c048aa4b0",
     "created": "2026-10-06T16:42:21.682725+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:02.811717+00:00"
   },
   {
     "name": "train-g5-00006.tar",
@@ -2150,10 +2150,10 @@
     "count": 20,
     "bytes": 21719040,
     "sha256": "a38299bd8cf8127731bce3c53055de3b0196d8f466e2e9c88f14a252bc93893f",
-    "status": "ready",
-    "revision": null,
+    "status": "uploaded",
+    "revision": "e2feefa89451bf5fec676a1248466c074dde0b6b",
     "created": "2026-10-06T22:21:44.129844+00:00",
-    "uploaded": null
+    "uploaded": "2026-10-06T23:54:09.532274+00:00"
   },
   {
     "name": "train-g6-00000.tar",