Add jobs taxonomy,exact prompts,metadata and progress (16)

README.md

@@ -21,12 +21,149 @@ configs:
   data_files:
   - split: train
     path:
-    - data/*.tar
     - job-data/*.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-g0-00006.tar
+    - data/train-g0-00015.tar
+    - data/train-g0-00016.tar
+    - data/train-g0-00024.tar
+    - data/train-g0-00026.tar
+    - data/train-g0-00027.tar
+    - data/train-g0-00029.tar
+    - data/train-g1-00008.tar
+    - data/train-g1-00012.tar
+    - data/train-g1-00013.tar
+    - data/train-g1-00019.tar
+    - data/train-g1-00025.tar
+    - data/train-g1-00029.tar
+    - data/train-g2-00004.tar
+    - data/train-g2-00008.tar
+    - data/train-g2-00011.tar
+    - data/train-g2-00021.tar
+    - data/train-g2-00022.tar
+    - data/train-g2-00027.tar
+    - data/train-g2-00028.tar
+    - data/train-g2-00029.tar
+    - data/train-g3-00001.tar
+    - data/train-g3-00007.tar
+    - data/train-g3-00011.tar
+    - data/train-g3-00012.tar
+    - data/train-g3-00018.tar
+    - data/train-g3-00021.tar
+    - data/train-g3-00022.tar
+    - data/train-g3-00023.tar
+    - data/train-g3-00026.tar
+    - data/train-g4-00008.tar
+    - data/train-g4-00013.tar
+    - data/train-g4-00019.tar
+    - data/train-g4-00022.tar
+    - data/train-g5-00006.tar
+    - data/train-g5-00008.tar
+    - data/train-g5-00010.tar
+    - data/train-g5-00011.tar
+    - data/train-g5-00012.tar
+    - data/train-g5-00014.tar
+    - data/train-g5-00015.tar
+    - data/train-g5-00020.tar
+    - data/train-g5-00021.tar
+    - data/train-g5-00022.tar
+    - data/train-g5-00026.tar
+    - data/train-g5-00027.tar
+    - data/train-g5-00028.tar
+    - data/train-g5-00030.tar
+    - data/train-g6-00002.tar
+    - data/train-g6-00004.tar
+    - data/train-g6-00007.tar
+    - data/train-g6-00013.tar
+    - data/train-g6-00015.tar
+    - data/train-g6-00018.tar
+    - data/train-g6-00020.tar
+    - data/train-g6-00021.tar
+    - data/train-g6-00026.tar
+    - data/train-g7-00000.tar
+    - data/train-g7-00004.tar
+    - data/train-g7-00011.tar
+    - data/train-g7-00012.tar
+    - data/train-g7-00016.tar
+    - data/train-g7-00017.tar
+    - data/train-g7-00022.tar
 - config_name: base
   data_files:
   - split: train
-    path: data/*.tar
+    path:
+    - 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-g0-00006.tar
+    - data/train-g0-00015.tar
+    - data/train-g0-00016.tar
+    - data/train-g0-00024.tar
+    - data/train-g0-00026.tar
+    - data/train-g0-00027.tar
+    - data/train-g0-00029.tar
+    - data/train-g1-00008.tar
+    - data/train-g1-00012.tar
+    - data/train-g1-00013.tar
+    - data/train-g1-00019.tar
+    - data/train-g1-00025.tar
+    - data/train-g1-00029.tar
+    - data/train-g2-00004.tar
+    - data/train-g2-00008.tar
+    - data/train-g2-00011.tar
+    - data/train-g2-00021.tar
+    - data/train-g2-00022.tar
+    - data/train-g2-00027.tar
+    - data/train-g2-00028.tar
+    - data/train-g2-00029.tar
+    - data/train-g3-00001.tar
+    - data/train-g3-00007.tar
+    - data/train-g3-00011.tar
+    - data/train-g3-00012.tar
+    - data/train-g3-00018.tar
+    - data/train-g3-00021.tar
+    - data/train-g3-00022.tar
+    - data/train-g3-00023.tar
+    - data/train-g3-00026.tar
+    - data/train-g4-00008.tar
+    - data/train-g4-00013.tar
+    - data/train-g4-00019.tar
+    - data/train-g4-00022.tar
+    - data/train-g5-00006.tar
+    - data/train-g5-00008.tar
+    - data/train-g5-00010.tar
+    - data/train-g5-00011.tar
+    - data/train-g5-00012.tar
+    - data/train-g5-00014.tar
+    - data/train-g5-00015.tar
+    - data/train-g5-00020.tar
+    - data/train-g5-00021.tar
+    - data/train-g5-00022.tar
+    - data/train-g5-00026.tar
+    - data/train-g5-00027.tar
+    - data/train-g5-00028.tar
+    - data/train-g5-00030.tar
+    - data/train-g6-00002.tar
+    - data/train-g6-00004.tar
+    - data/train-g6-00007.tar
+    - data/train-g6-00013.tar
+    - data/train-g6-00015.tar
+    - data/train-g6-00018.tar
+    - data/train-g6-00020.tar
+    - data/train-g6-00021.tar
+    - data/train-g6-00026.tar
+    - data/train-g7-00000.tar
+    - data/train-g7-00004.tar
+    - data/train-g7-00011.tar
+    - data/train-g7-00012.tar
+    - data/train-g7-00016.tar
+    - data/train-g7-00017.tar
+    - data/train-g7-00022.tar
 - config_name: jobs
   data_files:
   - split: train
@@ -254,6 +391,12 @@ dataset_info:
         dtype: bool
       - name: image_sha256
         dtype: string
+      - name: generation_seconds
+        dtype: float64
+      - name: screening_seconds
+        dtype: float64
+      - name: positive_text_encoding_seconds
+        dtype: float64
       - name: views
         struct:
         - name: original
@@ -312,7 +455,7 @@ The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checks
 
 # Vivarium warm-painted greenscreen people and special characters
 
-**Combined uploaded snapshot: 4,460/7,500 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 4,460/5,000 images uploaded; the extension has 0/2,500.
+**Combined uploaded snapshot: 4,480/7,500 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 4,480/5,000 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**.
 

SAFETY_RECHECK.md

@@ -1,6 +1,6 @@
 # Teen and child classifier recheck
 
-Requested dataset scope: **276 identities × 10 expressions = 2,760 images**, covering babies, preschoolers, both school-age groups and both teen groups, including 18-year-olds in the older-teen category. **Six previously published child/teen model-gallery examples** are checked separately; their scores and any replacement commit are in the gallery reports. The published snapshot has checked **2,580 current dataset images**; **1,058 pass the operational criteria** and **1,522 require further processing**. This is an ongoing snapshot unless the linked completion report explicitly says complete.
+Requested dataset scope: **276 identities × 10 expressions = 2,760 images**, covering babies, preschoolers, both school-age groups and both teen groups, including 18-year-olds in the older-teen category. **Six previously published child/teen model-gallery examples** are checked separately; their scores and any replacement commit are in the gallery reports. The published snapshot has checked **2,620 current dataset images**; **1,077 pass the operational criteria** and **1,543 require further processing**. This is an ongoing snapshot unless the linked completion report explicitly says complete.
 
 The exact [policy](metadata/minor-safety/policy.json), [detector provenance](metadata/minor-safety/detector-provenance.json), [per-image scores](metadata/minor-safety/scores.jsonl) and [current validation](metadata/minor-safety/current-validation.json) are checksum-specific. They identify the actual PNG bytes, not only filenames. Already-public TAR contents are matched to their remote SHA256 and byte size before scoring the identical local images.
 
@@ -8,4 +8,4 @@ Two official LAION image models are used: the [CLIP ViT-L/14 binary classifier](
 
 The deliberately strict operational threshold is **0.10**: an image is queued for replacement if either model/view reaches it. Scores at least0.50 are recorded separately as positive. These thresholds are project criteria, not documented guarantees or a calibration for this illustrated domain. The two models can disagree; a flagged score does not establish that an image depicts sexual content. Model scores can produce false positives and false negatives.
 
-New teen/child TARs are held until the exact image checksums pass. Replacements use fully covered, age-appropriate opaque clothing and are checked again. If a neutral reference changes, all ten emotions must be regenerated against the new reference. Published replacement audits record old/new hashes, parameters and the corresponding TAR changes. Individual image assets remain inside TARs.
+New teen/child TARs are held until the exact image checksums pass. During repair the default/base Datasets configurations whitelist already-uploaded, checksum-approved original TARs; entire flagged TARs are temporarily omitted. The [stream-filter snapshot](metadata/minor-safety/public-stream-filter.json) records that reduced subset. Previously uploaded files may still be visible in the repository while their replacements are pending. The complete500-person plan remains the target, not a claim about this temporarily filtered stream. Full wildcard streaming is restored after the recheck completes. Replacements use fully covered, age-appropriate opaque clothing and are checked again. If a neutral reference changes, all ten emotions must be regenerated against the new reference. Published replacement audits record old/new hashes, parameters and the corresponding TAR changes. Individual image assets remain inside TARs.

metadata/job-outfits/hub-streaming-validation.json

@@ -0,0 +1,26 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T22:07:47.609546+00:00",
+  "anonymous": true,
+  "config": "jobs",
+  "revision": "31d41136059aa0e34848e3c538ee0e09d2af0b29",
+  "samples": 16,
+  "ids": [
+    "person-0281-job-001",
+    "person-0305-job-011",
+    "person-0327-job-012",
+    "person-0359-job-021",
+    "person-0375-job-033",
+    "person-0397-job-028",
+    "person-0417-job-063",
+    "person-0446-job-022",
+    "person-0289-job-067",
+    "person-0316-job-042",
+    "person-0333-job-079",
+    "person-0277-job-081",
+    "person-0373-job-030",
+    "person-0392-job-003",
+    "person-0423-job-056",
+    "person-0285-job-049"
+  ]
+}

metadata/job-outfits/progress.json

@@ -1,5 +1,5 @@
 {
-  "utc": "2026-10-06T22:05:15.416303+00:00",
+  "utc": "2026-10-06T22:10:04.528345+00:00",
   "jobs": {
     "done": 16,
     "queued": 4624
@@ -13,7 +13,7 @@
   "images_in_open_shards": 0,
   "images_currently_generating": 0,
   "inference_attempts_completed": 16,
-  "buffer_free_gb": 291.874025472,
+  "buffer_free_gb": 291.772674048,
   "images_uploaded": 16,
   "target_images": 4640
 }

metadata/job-outfits/remote-verification.json

@@ -0,0 +1,9 @@
+{
+  "status": "passed",
+  "scope": "uploaded-shard snapshot",
+  "utc": "2026-10-06T22:07:43.307248+00:00",
+  "anonymous": true,
+  "images_verified": 16,
+  "shards_verified": 2,
+  "revision": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+}

metadata/minor-safety/current-validation.json

@@ -1,10 +1,10 @@
 {
   "status": "checking",
-  "utc": "2026-10-06T22:05:01.489860+00:00",
+  "utc": "2026-10-06T22:10:01.127154+00:00",
   "expected_images": 2760,
-  "current_images_checked": 2580,
-  "current_images_passed": 1058,
-  "current_images_flagged": 1522,
+  "current_images_checked": 2620,
+  "current_images_passed": 1077,
+  "current_images_flagged": 1543,
   "expected_profiles": 276,
   "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
   "expected_public_model_examples": 6,

metadata/minor-safety/flagged.json

@@ -57834,5 +57834,803 @@
     "shard": "train-g3-00029.tar",
     "source_was_uploaded": false,
     "remote_revision_checked": "25c0bf6e0324e0b7875c2329dc5c15d1e960ffae"
+  },
+  {
+    "id": "person-0154-neutral",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "neutral",
+    "image_sha256": "1632f2e59f6ea570bf6207e4357bbdafbe207df8028947d2bc2a520ac3819e41",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.13357917964458466,
+    "views": {
+      "original": {
+        "clip_nsfw": 0.00031989242415875196,
+        "efficientnet_nsfw": 0.13357917964458466,
+        "efficientnet_classes": {
+          "drawing": 0.6682271361351013,
+          "hentai": 0.06616311520338058,
+          "neutral": 0.19819368422031403,
+          "porn": 0.026540830731391907,
+          "sexy": 0.040875229984521866
+        }
+      },
+      "foreground": {
+        "clip_nsfw": 0.0002330554270884022,
+        "efficientnet_nsfw": 0.127291738986969,
+        "efficientnet_classes": {
+          "drawing": 0.5943345427513123,
+          "hentai": 0.07626122236251831,
+          "neutral": 0.2783738076686859,
+          "porn": 0.01962227188050747,
+          "sexy": 0.03140823915600777
+        }
+      }
+    },
+    "utc": "2026-10-06T22:06:50.619011+00:00",
+    "shard": "train-g2-00030.tar",
+    "source_was_uploaded": false,
+    "remote_revision_checked": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+  },
+  {
+    "id": "person-0154-joyful",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "joyful",
+    "image_sha256": "1c453f2a7933f03d17ffe829669cb66190550cebcb64f47548536dd929244215",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.1769632250070572,
+    "views": {
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+        "efficientnet_nsfw": 0.1769632250070572,
+        "efficientnet_classes": {
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+          "hentai": 0.10754681378602982,
+          "neutral": 0.2771126925945282,
+          "porn": 0.024231430143117905,
+          "sexy": 0.04518498107790947
+        }
+      },
+      "foreground": {
+        "clip_nsfw": 0.0020267965737730265,
+        "efficientnet_nsfw": 0.14655545353889465,
+        "efficientnet_classes": {
+          "drawing": 0.5656702518463135,
+          "hentai": 0.09729765355587006,
+          "neutral": 0.28777432441711426,
+          "porn": 0.018259501084685326,
+          "sexy": 0.030998297035694122
+        }
+      }
+    },
+    "utc": "2026-10-06T22:06:50.618918+00:00",
+    "shard": "train-g2-00030.tar",
+    "source_was_uploaded": false,
+    "remote_revision_checked": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+  },
+  {
+    "id": "person-0154-grateful",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "grateful",
+    "image_sha256": "c4793feff4d4c248042abfa9cd64c141abbe35dce70031f2b473c6f399033144",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.15261337161064148,
+    "views": {
+      "original": {
+        "clip_nsfw": 0.0032250552903860807,
+        "efficientnet_nsfw": 0.15258753299713135,
+        "efficientnet_classes": {
+          "drawing": 0.6525003910064697,
+          "hentai": 0.09201213717460632,
+          "neutral": 0.19491200149059296,
+          "porn": 0.02434292621910572,
+          "sexy": 0.03623247519135475
+        }
+      },
+      "foreground": {
+        "clip_nsfw": 0.0010338739957660437,
+        "efficientnet_nsfw": 0.15261337161064148,
+        "efficientnet_classes": {
+          "drawing": 0.5246030688285828,
+          "hentai": 0.1014522835612297,
+          "neutral": 0.32278361916542053,
+          "porn": 0.019556917250156403,
+          "sexy": 0.03160416707396507
+        }
+      }
+    },
+    "utc": "2026-10-06T22:06:50.618820+00:00",
+    "shard": "train-g2-00030.tar",
+    "source_was_uploaded": false,
+    "remote_revision_checked": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+  },
+  {
+    "id": "person-0154-playful",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "playful",
+    "image_sha256": "5d9f34869b8f00a5a49aeb8794bdaa5707b38aea0008f39f498bfcfab6dab23c",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.15020142495632172,
+    "views": {
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+        "efficientnet_nsfw": 0.15020142495632172,
+        "efficientnet_classes": {
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+          "hentai": 0.08936211466789246,
+          "neutral": 0.2413497120141983,
+          "porn": 0.02375117316842079,
+          "sexy": 0.03708814084529877
+        }
+      },
+      "foreground": {
+        "clip_nsfw": 0.0006065145717002451,
+        "efficientnet_nsfw": 0.14182984828948975,
+        "efficientnet_classes": {
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+          "hentai": 0.09300710260868073,
+          "neutral": 0.34340351819992065,
+          "porn": 0.019028054550290108,
+          "sexy": 0.02979469671845436
+        }
+      }
+    },
+    "utc": "2026-10-06T22:06:50.619188+00:00",
+    "shard": "train-g2-00030.tar",
+    "source_was_uploaded": false,
+    "remote_revision_checked": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+  },
+  {
+    "id": "person-0154-angry",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "angry",
+    "image_sha256": "de1e6e16de48a28f8b2b93b0be98ee57ae8ca9c1a4fe788c96f086f59f50735c",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.1356605440378189,
+    "views": {
+      "original": {
+        "clip_nsfw": 0.00046905988710932434,
+        "efficientnet_nsfw": 0.1356605440378189,
+        "efficientnet_classes": {
+          "drawing": 0.6593971848487854,
+          "hentai": 0.07956895977258682,
+          "neutral": 0.20494236052036285,
+          "porn": 0.02144468016922474,
+          "sexy": 0.034646909683942795
+        }
+      },
+      "foreground": {
+        "clip_nsfw": 0.00022455141879618168,
+        "efficientnet_nsfw": 0.1252651959657669,
+        "efficientnet_classes": {
+          "drawing": 0.5715121030807495,
+          "hentai": 0.07469046860933304,
+          "neutral": 0.30322274565696716,
+          "porn": 0.020707421004772186,
+          "sexy": 0.02986731193959713
+        }
+      }
+    },
+    "utc": "2026-10-06T22:06:50.618481+00:00",
+    "shard": "train-g2-00030.tar",
+    "source_was_uploaded": false,
+    "remote_revision_checked": "31d41136059aa0e34848e3c538ee0e09d2af0b29"
+  },
+  {
+    "id": "person-0154-afraid",
+    "personality_id": "person-0154",
+    "age_group": "older_schoolchild",
+    "emotion": "afraid",
+    "image_sha256": "81eee09ce1736ceae6307e1e2cf7a570bd14ab4a4654836161a1c42b1060889c",
+    "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
+    "decision": "elevated",
+    "max_score": 0.16297169029712677,
+    "views": {
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metadata/minor-safety/progress.json

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 {
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+      "sha256": "f59fd61c00d2c217001d1f8c67855b8816d2fa45031292f594b15ffe67cc8cb9"
+    },
+    {
+      "name": "train-g7-00022.tar",
+      "count": 20,
+      "sha256": "1cf33c8b3a14355550906669ee88894dbdfec7ee2c51916a1a5ee43ee82485b4"
+    }
+  ],
+  "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d"
+}

metadata/minor-safety/scorer-equivalence.json

@@ -0,0 +1,26 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T22:05:28.199798+00:00",
+  "samples": 16,
+  "maximum_absolute_score_difference": 0.0,
+  "identical_pass_fail_decisions": true,
+  "sample_ids": [
+    "person-0001-afraid",
+    "person-0001-angry",
+    "person-0001-annoyed",
+    "person-0001-disgust",
+    "person-0001-grateful",
+    "person-0001-joyful",
+    "person-0001-neutral",
+    "person-0001-pain",
+    "person-0001-playful",
+    "person-0001-sad",
+    "person-0002-afraid",
+    "person-0002-angry",
+    "person-0002-annoyed",
+    "person-0002-disgust",
+    "person-0002-grateful",
+    "person-0002-joyful"
+  ],
+  "test": "Standalone checker versus candidate scorer, same PNG bytes and both models/views"
+}

metadata/minor-safety/scores.jsonl

@@ -2578,3 +2578,43 @@
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