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

README.md

@@ -49,6 +49,7 @@ configs:
     - data/train-g2-00028.tar
     - data/train-g2-00029.tar
     - data/train-g2-00031.tar
+    - data/train-g2-00032.tar
     - data/train-g3-00001.tar
     - data/train-g3-00007.tar
     - data/train-g3-00011.tar
@@ -59,6 +60,7 @@ configs:
     - data/train-g3-00023.tar
     - data/train-g3-00026.tar
     - data/train-g3-00030.tar
+    - data/train-g3-00031.tar
     - data/train-g4-00008.tar
     - data/train-g4-00013.tar
     - data/train-g4-00019.tar
@@ -124,6 +126,7 @@ configs:
     - data/train-g2-00028.tar
     - data/train-g2-00029.tar
     - data/train-g2-00031.tar
+    - data/train-g2-00032.tar
     - data/train-g3-00001.tar
     - data/train-g3-00007.tar
     - data/train-g3-00011.tar
@@ -134,6 +137,7 @@ configs:
     - data/train-g3-00023.tar
     - data/train-g3-00026.tar
     - data/train-g3-00030.tar
+    - data/train-g3-00031.tar
     - data/train-g4-00008.tar
     - data/train-g4-00013.tar
     - data/train-g4-00019.tar
@@ -463,7 +467,7 @@ The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checks
 
 # Vivarium warm-painted greenscreen people and special characters
 
-**Combined uploaded snapshot: 4,520/7,500 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 4,520/5,000 images uploaded; the extension has 0/2,500.
+**Combined uploaded snapshot: 4,310/7,500 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 4,310/5,000 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 **2,720 current dataset images**; **1,098 pass the operational criteria** and **1,622 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 **2,760 current dataset images**; **1,135 pass the operational criteria** and **1,625 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.
 

metadata/job-outfits/progress.json

@@ -1,5 +1,5 @@
 {
-  "utc": "2026-10-06T22:23:22.175220+00:00",
+  "utc": "2026-10-06T22:42:48.045484+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": 291.561529344,
+  "buffer_free_gb": 291.079225344,
   "images_uploaded": 16,
   "target_images": 4640
 }

metadata/minor-safety/baseline-validation.json

@@ -0,0 +1,15 @@
+{
+  "status": "initial_recheck_complete",
+  "utc": "2026-10-06T22:31:40.959120+00:00",
+  "images": 2760,
+  "profiles": 276,
+  "decision_counts": {
+    "elevated": 1662,
+    "pass": 1098
+  },
+  "maximum_score": 0.45904630422592163,
+  "flagged_profiles": 214,
+  "flagged_neutral_references": 156,
+  "scores_file": "baseline-scores.jsonl",
+  "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d"
+}

metadata/minor-safety/current-validation.json

@@ -1,10 +1,10 @@
 {
   "status": "checking",
-  "utc": "2026-10-06T22:23:08.947949+00:00",
+  "utc": "2026-10-06T22:42:37.092259+00:00",
   "expected_images": 2760,
-  "current_images_checked": 2720,
-  "current_images_passed": 1098,
-  "current_images_flagged": 1622,
+  "current_images_checked": 2760,
+  "current_images_passed": 1135,
+  "current_images_flagged": 1625,
   "expected_profiles": 276,
   "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
   "expected_public_model_examples": 6,

metadata/minor-safety/progress.json

@@ -1,10 +1,10 @@
 {
   "status": "checking",
-  "utc": "2026-10-06T22:23:08.947949+00:00",
+  "utc": "2026-10-06T22:42:37.092259+00:00",
   "expected_images": 2760,
-  "current_images_checked": 2720,
-  "current_images_passed": 1098,
-  "current_images_flagged": 1622,
+  "current_images_checked": 2760,
+  "current_images_passed": 1135,
+  "current_images_flagged": 1625,
   "expected_profiles": 276,
   "policy_sha256": "65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d",
   "expected_public_model_examples": 6,
@@ -15,10 +15,10 @@
     "Exact PNG SHA256",
     "Uploaded TAR SHA256/size identity"
   ],
-  "scored_image_versions": 2720,
+  "scored_image_versions": 2806,
   "decision_counts": {
-    "elevated": 1622,
-    "pass": 1098
+    "pass": 1135,
+    "elevated": 1625
   },
   "current_max_score": 0.45904630422592163
 }

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

@@ -1,10 +1,10 @@
 {
   "status": "active_while_repairing",
-  "utc": "2026-10-06T22:23:21.727298+00:00",
-  "included_shards": 71,
-  "included_base_images": 1370,
-  "withheld_shards": 161,
-  "withheld_base_images": 3150,
+  "utc": "2026-10-06T22:42:47.520289+00:00",
+  "included_shards": 73,
+  "included_base_images": 1400,
+  "withheld_shards": 148,
+  "withheld_base_images": 2910,
   "included": [
     {
       "name": "pilot-person-0120.tar",
@@ -141,6 +141,11 @@
       "count": 20,
       "sha256": "daedc86510ddc20d26b2e338b9c3c1be649a6db4914b7eaaf6542c6169796cc0"
     },
+    {
+      "name": "train-g2-00032.tar",
+      "count": 10,
+      "sha256": "008b8c2ed53291303e972550c22e5c6395601fc0a528a8eceb0c1b160363ee59"
+    },
     {
       "name": "train-g3-00001.tar",
       "count": 10,
@@ -191,6 +196,11 @@
       "count": 20,
       "sha256": "294159c9c4bdf5f7ce95d6e66a6d10cb2d94720b089fd4038c21ce35f743d9bf"
     },
+    {
+      "name": "train-g3-00031.tar",
+      "count": 20,
+      "sha256": "a045fdc7ee496f90fed282578d24635d1d2120a401f1818030d6306dcc4d5f36"
+    },
     {
       "name": "train-g4-00008.tar",
       "count": 20,

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

@@ -0,0 +1,8 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T22:20:42.789706+00:00",
+  "profiles_audited": 276,
+  "outfit_families": 20,
+  "all_prompts_within_256_tokens": true,
+  "original_clothing_family_and_colors_preserved": true
+}

metadata/minor-safety/repair-quality-gate-passed.json

@@ -0,0 +1,117 @@
+{
+  "status": "passed",
+  "utc": "2026-10-06T22:42:44.267755+00:00",
+  "scope": "Initial repair style/identity pilot; subsequent representative review continues",
+  "actually_reviewed_profiles": [
+    "person-0001",
+    "person-0004",
+    "person-0033",
+    "person-0049",
+    "person-0074",
+    "person-0089",
+    "person-0151",
+    "person-0163",
+    "person-0217"
+  ],
+  "actually_reviewed_images": 90,
+  "image_sha256": {
+    "person-0001-neutral": "d79fdd3a189e2f634cbb9321d0aefea99c660c7cecf88d6a2a9fa8d2a06806a7",
+    "person-0001-joyful": "aac9def1b7b3815161dab2f5611dbd68345cb1c7c59c17e13027b01d697b32db",
+    "person-0001-grateful": "e977ff0e2e119b8de351fbcaf5d3077403ee9efefcd1d17826270ada702be44f",
+    "person-0001-playful": "7f9b3fa599b84f23ac4e680b3eccafca6a1454183ab67bcf86ee06b47131b6b0",
+    "person-0001-angry": "ced38e75f7b8a2b90d1bb10ee3053514088ef92357fd297a2072e1f9b10ee8b6",
+    "person-0001-afraid": "bc6e91b6387a2b1a556ff78a5a49acee4afb4ad33dd20ec40dd46b31dda6a3b9",
+    "person-0001-sad": "3c0a5585b3794ca58dd9a5675283a51da3866c590daa1565ce3bb505d127c05d",
+    "person-0001-annoyed": "5215c237e60cacace1aca79306ec7503edb0abd62d3cb6db42c668aaf13fa9ae",
+    "person-0001-pain": "c8ec167aa4526237e91c7b5e809cc2fd19098c8e54d1aa4c3cc6fd177163fa44",
+    "person-0001-disgust": "b2b83b091813990ba0b5e93f90269f00b39cd81638e2b7f3f8f9cadef6895024",
+    "person-0089-neutral": "06bf5d5bfb2ffe0ce24a28a66802977f650ffed04236c6a2574bae533f985919",
+    "person-0089-joyful": "40571035db12a006125d3e73285a8ae7a227cae796ef7af77b050760ab1d108f",
+    "person-0089-grateful": "099566135bad304ba997fe2fe4776ca91670f860dd8e8668d747c3e495d08a34",
+    "person-0089-playful": "c4a16d003cc019ec65865020b3aa7d5459df0cb072235515b94f1f0df1ca2634",
+    "person-0089-angry": "762c0b9bfcecb3393269a6053aa39f99119dc744f705e1efc573421cce90a025",
+    "person-0089-afraid": "eb48e9843c738829c28be8bb2cabe292338606aaf54f24db498afbf1832fe91b",
+    "person-0089-sad": "f3914b46ab66898a77bfb95bae35b46f2e22f92578e47e53eb4befc8fc8e21d7",
+    "person-0089-annoyed": "bac49f74247a8e60eff60f2c9d229f70afaebb920c0fd797017f4d260c86a294",
+    "person-0089-pain": "2757e590ae648fac97392d67028bb86a248d9fdd6c85c235832547edb8f07cad",
+    "person-0089-disgust": "23101dfd528830286e5208560e3a2cf15c38942e4b0ab62dad114ecc8660231a",
+    "person-0004-neutral": "9e636913ea3da2583d003577a2c2e209fedd55e1fb925061b4563d9e1dd14a41",
+    "person-0004-joyful": "8bdee4caeead590cc9b3a00876602868e13a07b431563f409f8954ea56783260",
+    "person-0004-grateful": "157324cc16df8b4f91e72ce31ddd144c268638dcd35d08ecab18a32f7b668549",
+    "person-0004-playful": "1503e5f4ad588ab39bc8ae76d0beb53215bf3934c1b913f9ef6498996371007c",
+    "person-0004-angry": "f30b1694fa52de6ab6b762e65d1ba33692e940ed786eda63d08ef90cc2fa62b7",
+    "person-0004-afraid": "b5e543fdbc7ef1d7c490ee569e68611b51d68f4d1e46cfb05b59e93272c24d58",
+    "person-0004-sad": "9c5517a03769e203809f1e6a89f5fb01013dc4138e93e8be867324b69ff93856",
+    "person-0004-annoyed": "ed0e41b8f613ab4319081f76cf90bb645c731e75a25863d5f513931d9b64497b",
+    "person-0004-pain": "3205b2ad7e2489e39f855523b605e0685b3c552523b9b71b3b4382fa966c03ca",
+    "person-0004-disgust": "1fb9a261006809b80dadb7bb506002fdaa95eb3acec485d74405b51804c54138",
+    "person-0049-neutral": "4cc989198f37b86a596c7c2297ef8d2b672c46b226a5422d5e4670c707064eb7",
+    "person-0049-joyful": "4ec8f931ae10999729314c7984a2ad78a48d8c6478d3937be425581cf1527fe3",
+    "person-0049-grateful": "e50a785a714177c4d5fc3531b3e224a7c16fcd677f77d58a3880c30a66aad6f4",
+    "person-0049-playful": "bef6e020c57e14faae796540e5f035208937ecbf7df909bd60724e78ba792199",
+    "person-0049-angry": "c7e8b9b0b2561b97df0bc39074de0202d2ce98c378873cbc157d112906fb04de",
+    "person-0049-afraid": "a05039b96edb21652c7cda646e660663e2b37a1dccf575aadd5eae38c6ab2c08",
+    "person-0049-sad": "5aa666cb75ff171309b2a62c55fc167a9fd69a44ab19538002c69083c334a8be",
+    "person-0049-annoyed": "36f39acce6139bb47f4dd3d10fa9cbdc003473fc11b78ad243c7c19f548b772d",
+    "person-0049-pain": "c572fbfcd2ea76a18528920fe1a582a5324c440a9219e26a053d6626d7905414",
+    "person-0049-disgust": "192e6c06574650a3c79418ec0b0e43ec2d3a55dc110f636403b167df6ee5cd0b",
+    "person-0074-neutral": "0bfe556a34d782f93519fff3bef029c44cda81443965b6877ff85c1fa56922ae",
+    "person-0074-joyful": "e0deb158f9e3ecd40061d586dae89f7fc3b805b047b9786f9cad57a6813b210c",
+    "person-0074-grateful": "3c7690b8bcf6a2a1eba6a67e91690768c921a1ce746fbc624ce56caea511146f",
+    "person-0074-playful": "f79db2730186616341987e5befc0266f1e0ac9a860975477c603637aad551bcf",
+    "person-0074-angry": "9c36cbfb24d2a27ecbf48bd5afb6a8fdd1d9d04ca509f24202953c83ba6219e7",
+    "person-0074-afraid": "f8bda09f7fe9e79677c87c4f6b5dd94b618d4f8eaec3a054e9d6e29a0ab73b8a",
+    "person-0074-sad": "834b8f5ab70d1f35c191d4bd4d2819a21cb4be2b4f1f8e46f5a6cbd022738691",
+    "person-0074-annoyed": "aa34b58ecf4fa442d838bc953a28cb47a10d9802fc0ce623abd1c4b54f65d25d",
+    "person-0074-pain": "8da51f4a38bab423fb633701fe660a01cdab0a57cff293a30be0060716875e23",
+    "person-0074-disgust": "7a0eeeceb6fd20d6195daf7fe9f6ea954ba41be0c42fc2b89d6da0556163e8c8",
+    "person-0163-neutral": "9f03caddf8ac3f2948a8fbc0e2ee0750966fb3edc5972a15a05a88cb732164eb",
+    "person-0163-joyful": "c5ae78171ea86e07098b85444c2f24f717d56b3845229096a31b96a8bfa4b151",
+    "person-0163-grateful": "fa8b8ac24d79057f01e36d25b7b19fae069e692c401ff932676f0fdea556e830",
+    "person-0163-playful": "15214961f44ed5ce29836c291228847b6811ffb2994dca1fa3563b8d0ad38a85",
+    "person-0163-angry": "c661da565908e90c99a3d8d5f11780a4b20075896bbf84dddb05d3de50d54d46",
+    "person-0163-afraid": "b83548481ccc597d52e8df60cec9b4d12f5cb077d2615e50272fbb101cbec6f3",
+    "person-0163-sad": "b77a0f6f334375ede7f0ef54b3f15c2d891c0721359370f1297138edf1135fd6",
+    "person-0163-annoyed": "d5b3c8cc83a721a602570ef6062c5b86db393dc919dd497deb7f2040dc7a808c",
+    "person-0163-pain": "17cd97dee2042c8ceb0aff1084b10471e4dc2a4a03174804a6ef155f08c84b64",
+    "person-0163-disgust": "15f14cbba2ea0a29781751a982ba7668c9e582c423c187d1f83b3a2448d1caff",
+    "person-0033-neutral": "4e746aa46ed7167de1f13a1347df708b08911d354c1c291496e187415fb2ec83",
+    "person-0033-joyful": "d556fece55cd65bc39ccdfe4bbfc617d7352c11ad4fef1f8d31bd0108829ec47",
+    "person-0033-grateful": "503b11e09330e4f043194523751eeea4c61be834b7137bc3354a66ce4e351291",
+    "person-0033-playful": "31c6d809e8d6170953aaead440afe55d110bf3740c994b6b84c5bea7892f91df",
+    "person-0033-angry": "e8b7164befbda34f2a18bc150992dbdeb8d3c9aad853e96865b2a5e738cfda62",
+    "person-0033-afraid": "a54a3e1f9f95839b48990f7a40ea97fc28348356194358168ad02c359632cf92",
+    "person-0033-sad": "cec32d1dc31e7b7ebe277f352424379af32308e3014af436663b5efb39d3d248",
+    "person-0033-annoyed": "2f939c866a3e957c642ecb14fc89bc596027c80fb0e78db9e2da9de1e958dfe8",
+    "person-0033-pain": "92fa93745eca4f7c5693c95cd658d94b12ead3461672bd3d104c844a73f49c2a",
+    "person-0033-disgust": "e5fffb9f9e4e86e3b788074b6963c501fb3d38941555f99573d8cfd307cc9506",
+    "person-0217-neutral": "49d9f5e7e075e5842275ebf4357f72ea5aa8f7914bd902525ea5bf6edcd06c77",
+    "person-0217-joyful": "cf6a331979bed5847a549afae490339007d0ee2099cdeaf9d90fd48afb44399f",
+    "person-0217-grateful": "30479440df09ba444f6024c9f8a7c4908c51a0792232cf87f89f2781dc002fe1",
+    "person-0217-playful": "07d00e11b67866af84fbd1106e64d262a24a92ae3194c857089536da56c9138b",
+    "person-0217-angry": "e030d734714a403fc5c2786088cb02a74de5734afd5784055b936775c8920849",
+    "person-0217-afraid": "4f9d55850030ac3fdcdf1919fa32c4c151effa90cc866b4d1aa27607f863b852",
+    "person-0217-sad": "d318c6dd67694245c38467aa75ea7a3ce51fb2efea0675b556b376710ca1063c",
+    "person-0217-annoyed": "852960d7899e82128feba1d8e7dd8b36e95ce3997803a5badcc4c74df501d24d",
+    "person-0217-pain": "149f26d3494599f88c3962b23fcd3d7653080f7ccc3dd790ca3a625c061c8f50",
+    "person-0217-disgust": "661753ec601f7f3946f2ec782fddfc62bc367695be783ab30f31e2191b4d740c",
+    "person-0151-neutral": "f196df5010fb539bb2a3cbb22eaf9b9bf3eb7ace87a834bae84ed26c8c19472a",
+    "person-0151-joyful": "7451e67af05a23de36d52f18eb8a901bb0cc441be3e473186e76960eab06a31c",
+    "person-0151-grateful": "48519df49e6d3f3b4ed12860feb98f034391604c688472e14d3c916be08017cc",
+    "person-0151-playful": "4466ff26b59be1a3550515cd46eb5fd675fc774431c93e3ae4a0129f2a36ff54",
+    "person-0151-angry": "85ebce438bf3ab7ee15bad901c43c17671d3b89ee7d2c4194d274220dd8d8fac",
+    "person-0151-afraid": "de147b6efe6a9caafb3fe271beb10c1a275206d7a1feb3f504eea7bdf27ed0db",
+    "person-0151-sad": "e29c8c69880647682e81d21f3139c07ad5c801c1d01b0303632e5aa78a6a097b",
+    "person-0151-annoyed": "f91ce1639050864670723d0585c0bccd3df886d001b26691ac9a92e93c7f10c8",
+    "person-0151-pain": "e98b9865fde738c2f1ebebbcb3b2e9911c65859c7a7ab99e3abe814a96a918ed",
+    "person-0151-disgust": "41cdf92fb1b9d346a4df9f6037d84853dfc5af14200e59a81337f83237e13360"
+  },
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+    "Reference-expression identity and outfit consistency",
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+  ]
+}

metadata/minor-safety/replacement-audit.json

@@ -0,0 +1,649 @@
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