Update characters documentation, taxonomy, measured progress and validation

README.md

@@ -22,25 +22,15 @@ configs:
   - split: train
     path:
     - data/*.tar
-    - extension-data/humans-*.tar
-    - extension-data/specials-*.tar
     - job-data/*.tar
-- config_name: base
-  data_files:
-  - split: train
-    path: data/*.tar
-- config_name: humans_extra
-  data_files:
-  - split: train
-    path: extension-data/humans-*.tar
-- config_name: specials
-  data_files:
-  - split: train
-    path: extension-data/specials-*.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
@@ -322,31 +312,12 @@ dataset_info:
     dtype: string
   - name: __url__
     dtype: string
-- config_name: base
-  features: *id001
-- config_name: humans_extra
-  features: *id001
-- config_name: specials
-  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: 5,086/7,500 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 5,000/5,000 images uploaded; the extension has 86/2,500.
-
-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.
@@ -354,7 +325,7 @@ 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.
 
@@ -461,7 +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

@@ -1,33 +1,54 @@
 {
   "status": "passed",
-  "utc": "2026-10-06T23:56:39.834891+00:00",
+  "utc": "2026-10-07T00:08:29.022836+00:00",
   "repo": "laion/Vivarium-Greenscreen-Characters-FLUX-9B",
-  "revision": "e2feefa89451bf5fec676a1248466c074dde0b6b",
+  "revision": "38cde8a97f8feffac30ba2612f9a1f8d0bdb97ee",
+  "configuration": "base",
   "anonymous": true,
-  "datasets_version": "5.1.0",
   "samples_verified": 16,
+  "actually_regenerated_samples_verified": 10,
+  "sample_ids": [
+    "person-0002-neutral",
+    "person-0002-angry",
+    "person-0002-joyful",
+    "person-0002-sad",
+    "person-0002-afraid",
+    "person-0002-disgust",
+    "person-0002-pain",
+    "person-0002-annoyed",
+    "person-0002-grateful",
+    "person-0002-playful",
+    "person-0120-neutral",
+    "person-0120-angry",
+    "person-0120-joyful",
+    "person-0120-sad",
+    "person-0120-afraid",
+    "person-0120-disgust"
+  ],
+  "regenerated_sample_ids": [
+    "person-0002-neutral",
+    "person-0002-angry",
+    "person-0002-joyful",
+    "person-0002-sad",
+    "person-0002-afraid",
+    "person-0002-disgust",
+    "person-0002-pain",
+    "person-0002-annoyed",
+    "person-0002-grateful",
+    "person-0002-playful"
+  ],
+  "checks": [
+    "Actual public PNG bytes SHA256 match current source records",
+    "PNG CRC and full decode",
+    "Prompt and actual seed match current metadata",
+    "Current under20 model scores pass per-model cutoffs",
+    "Repaired samples actually stream in base configuration"
+  ],
+  "datasets_version": "5.1.0",
   "fields": [
     "png",
     "json",
     "txt"
   ],
-  "sample_ids": [
-    "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"
+  "note": "Actual anonymous base-configuration streaming check with exact PNG hashes and full decode;complete5000-image integrity and257-shard remote checksums are separate reports."
 }

metadata/minor-safety/future-teen-native-pilot-validation.json

@@ -0,0 +1,636 @@
+{
+  "status": "passed",
+  "utc": "2026-10-07T00:20:15.754236+00:00",
+  "scope": "Actual20 native-screened sprites from complete19-year-old male/female expression prefixes inside in-progress paired TARs; this does not claim their parent TARs are already closed or uploaded",
+  "images_verified": 20,
+  "profiles_verified": 2,
+  "samples": [
+    {
+      "id": "person-0517-neutral",
+      "image_sha256": "58f13be4eb9c1d8fc074fa6d01313703262bebe95732737821bf15e338a0c46d",
+      "seed": 1319749899,
+      "passed": true,
+      "attempt": 0,
+      "views": {
+        "original": {
+          "clip_nsfw": 0.0017460163217037916,
+          "efficientnet_nsfw": 0.08798311650753021,
+          "efficientnet_classes": {
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+            "hentai": 0.03995600342750549,
+            "neutral": 0.05852671340107918,
+            "porn": 0.023779232054948807,
+            "sexy": 0.02424788847565651
+          }
+        },
+        "foreground": {
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+          "efficientnet_nsfw": 0.11598493158817291,
+          "efficientnet_classes": {
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+            "sexy": 0.03621150553226471
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+        }
+      }
+    },
+    {
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+      "seed": 4248501980,
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+        "foreground": {
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+            "porn": 0.021718306466937065,
+            "sexy": 0.02716923877596855
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-disgust",
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+      "seed": 4248501980,
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+        "foreground": {
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+            "porn": 0.02313009276986122,
+            "sexy": 0.030154427513480186
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-grateful",
+      "image_sha256": "21963e26d9b73547436c00bd1ee914ec7c635d8ebbb0790c79f86aec2440e8b8",
+      "seed": 4248501980,
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+      "attempt": 0,
+      "views": {
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+          "efficientnet_classes": {
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+            "neutral": 0.05324158817529678,
+            "porn": 0.026491208001971245,
+            "sexy": 0.03534427285194397
+          }
+        },
+        "foreground": {
+          "clip_nsfw": 0.004580231383442879,
+          "efficientnet_nsfw": 0.13818664848804474,
+          "efficientnet_classes": {
+            "drawing": 0.7935664057731628,
+            "hentai": 0.0878853052854538,
+            "neutral": 0.068246990442276,
+            "porn": 0.02301940880715847,
+            "sexy": 0.027281926944851875
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-joyful",
+      "image_sha256": "22ee1d27b8251e9d6631ce03522e747932a0d48d48e797a2a5c6b93632123592",
+      "seed": 4248501980,
+      "passed": true,
+      "attempt": 0,
+      "views": {
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+          "efficientnet_classes": {
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+            "hentai": 0.055842965841293335,
+            "neutral": 0.047908928245306015,
+            "porn": 0.025391433387994766,
+            "sexy": 0.03322700038552284
+          }
+        },
+        "foreground": {
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+          "efficientnet_nsfw": 0.15184710919857025,
+          "efficientnet_classes": {
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+            "hentai": 0.09528855979442596,
+            "neutral": 0.06379752606153488,
+            "porn": 0.024586835876107216,
+            "sexy": 0.03197171911597252
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-pain",
+      "image_sha256": "107934e1cb62817046e03b3161373b69ed1406ce9b8411da12f4c3b2443fe6df",
+      "seed": 4248501980,
+      "passed": true,
+      "attempt": 0,
+      "views": {
+        "original": {
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+          "efficientnet_nsfw": 0.11556746810674667,
+          "efficientnet_classes": {
+            "drawing": 0.798245370388031,
+            "hentai": 0.047819074243307114,
+            "neutral": 0.08618716150522232,
+            "porn": 0.03151216730475426,
+            "sexy": 0.0362362265586853
+          }
+        },
+        "foreground": {
+          "clip_nsfw": 0.0029559561517089605,
+          "efficientnet_nsfw": 0.12819558382034302,
+          "efficientnet_classes": {
+            "drawing": 0.8069525361061096,
+            "hentai": 0.07399497926235199,
+            "neutral": 0.06485199183225632,
+            "porn": 0.02376553975045681,
+            "sexy": 0.03043505549430847
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-playful",
+      "image_sha256": "49d785ab65bc527efe6cd2cc17a9c90f1328eb6411a63942620822c27151b8ef",
+      "seed": 4248501980,
+      "passed": true,
+      "attempt": 0,
+      "views": {
+        "original": {
+          "clip_nsfw": 0.0009453609236516058,
+          "efficientnet_nsfw": 0.10133752971887589,
+          "efficientnet_classes": {
+            "drawing": 0.8562358021736145,
+            "hentai": 0.04630421847105026,
+            "neutral": 0.04242662712931633,
+            "porn": 0.024614647030830383,
+            "sexy": 0.03041866421699524
+          }
+        },
+        "foreground": {
+          "clip_nsfw": 0.001259966054931283,
+          "efficientnet_nsfw": 0.13262318074703217,
+          "efficientnet_classes": {
+            "drawing": 0.8117056488990784,
+            "hentai": 0.07643532752990723,
+            "neutral": 0.05567106232047081,
+            "porn": 0.025435784831643105,
+            "sexy": 0.030752066522836685
+          }
+        }
+      }
+    },
+    {
+      "id": "person-0574-sad",
+      "image_sha256": "59c53fe341be35a1bb0b661a6c9fffb1058bfbfe2289b5b340b2239b6c4bd783",
+      "seed": 4248501980,
+      "passed": true,
+      "attempt": 0,
+      "views": {
+        "original": {
+          "clip_nsfw": 0.0009067696519196033,
+          "efficientnet_nsfw": 0.09861751645803452,
+          "efficientnet_classes": {
+            "drawing": 0.8553760647773743,
+            "hentai": 0.04348968714475632,
+            "neutral": 0.04600644111633301,
+            "porn": 0.025430399924516678,
+            "sexy": 0.02969742752611637
+          }
+        },
+        "foreground": {
+          "clip_nsfw": 0.0013001423794776201,
+          "efficientnet_nsfw": 0.13166630268096924,
+          "efficientnet_classes": {
+            "drawing": 0.8165575265884399,
+            "hentai": 0.07586159557104111,
+            "neutral": 0.0517762154340744,
+            "porn": 0.02466689795255661,
+            "sexy": 0.03113780915737152
+          }
+        }
+      }
+    }
+  ],
+  "checks": [
+    "All four actual model/view outputs pass",
+    "Exact scored PNG SHA256 and full CRC/decode",
+    "Actual prompt/seed matches updated plan",
+    "Exact approved-neutral reference linkage",
+    "50-step CFG4 unquantized BF16 native9B inference"
+  ]
+}

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

@@ -1,6 +1,6 @@
 {
   "status": "restored_after_completed_recheck_and_all_replacement_uploads",
-  "utc": "2026-10-07T00:12:40.858423+00:00",
+  "utc": "2026-10-07T00:23:10.353444+00:00",
   "included_base_images": 5000,
   "withheld_base_images": 0
 }

metadata/minor-safety/release-summary.json

@@ -22,5 +22,8 @@
   "full_base_integrity_verified": true,
   "full_base_remote_TAR_SHA256_verified": true,
   "future_under20_generations_screened_before_upload": true,
-  "scores_are_uncalibrated_model_outputs": true
+  "scores_are_uncalibrated_model_outputs": true,
+  "future_native_under20_pilot_images_verified": 20,
+  "future_native_under20_pilot_profiles_verified": 2,
+  "updated_utc": "2026-10-07T00:23:06.027481+00:00"
 }

metadata/progress.json

@@ -1,5 +1,5 @@
 {
-  "utc": "2026-10-07T00:09:16.561091+00:00",
+  "utc": "2026-10-07T00:23:09.672536+00:00",
   "people": {
     "done": 500
   },
@@ -11,5 +11,5 @@
   "target_people": 500,
   "target_images": 5000,
   "images_uploaded": 5000,
-  "buffer_free_gb": 290.10726912
+  "buffer_free_gb": 289.924517888
 }