Datasets:
Update characters documentation, taxonomy, measured progress and validation
Browse files- README.md +1 -1
- metadata/hub-streaming-validation.json +33 -0
- metadata/progress.json +5 -5
- metadata/remote-verification.json +16 -0
- metadata/shards.json +21 -21
README.md
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**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.
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**Production snapshot:7/500 complete people;
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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.
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**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.
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**Production snapshot:7/500 complete people;70/5,000 images uploaded.** Pilot and production validation are recorded in the linked metadata. Counts describe the snapshot; incremental shard commits can be newer.
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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.
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metadata/hub-streaming-validation.json
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{
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"status": "passed",
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"utc": "2026-10-06T15:40:12.689773+00:00",
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"repo": "laion/Vivarium-Greenscreen-Characters-FLUX-9B",
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"revision": "97721691ea8c7a3cb3106fea88660056440ae3e4",
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"anonymous": true,
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"datasets_version": "5.1.0",
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"samples_verified": 16,
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"fields": [
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"png",
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"json",
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"txt"
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],
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"sample_ids": [
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"person-0089-afraid",
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"person-0089-angry",
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"person-0089-grateful",
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"person-0089-joyful",
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"person-0089-neutral",
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"person-0089-playful",
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"person-0133-afraid",
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"person-0133-angry",
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"person-0133-annoyed",
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"person-0133-disgust",
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"person-0133-grateful",
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"person-0133-joyful",
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"person-0133-neutral",
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"person-0133-pain",
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"person-0133-playful",
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"person-0133-sad"
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],
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"note": "Loader smoke check; complete content integrity uses local decode plus remote whole-shard checksums"
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}
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metadata/progress.json
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{
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"utc": "2026-10-06T15:
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"people": {
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"done": 7,
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"pilot": 3,
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"running": 7
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},
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"shards": {
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"
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},
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"images_in_closed_shards": 70,
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"images_generated":
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"target_people": 500,
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"target_images": 5000,
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"images_uploaded":
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"buffer_free_gb": 302.
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}
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{
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"utc": "2026-10-06T15:41:11.956309+00:00",
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"people": {
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"done": 7,
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"pilot": 3,
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"running": 7
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},
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"shards": {
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"uploaded": 7
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},
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"images_in_closed_shards": 70,
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"images_generated": 108,
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"target_people": 500,
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"target_images": 5000,
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"images_uploaded": 70,
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"buffer_free_gb": 302.112284672
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}
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metadata/remote-verification.json
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{
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"status": "passed",
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"scope": "uploaded-shard snapshot",
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"utc": "2026-10-06T15:40:07.255558+00:00",
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"repo": "laion/Vivarium-Greenscreen-Characters-FLUX-9B",
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"revision": "97721691ea8c7a3cb3106fea88660056440ae3e4",
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"anonymous_access": true,
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"shards_verified": 7,
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"images_verified": 70,
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"bytes_verified": 78776320,
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"checks": [
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"Remote byte size",
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"Remote LFS SHA256",
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"Public anonymous access"
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]
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}
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metadata/shards.json
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"count": 10,
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"bytes": 11182080,
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"sha256": "4088a227d57c9c2896da4350e4124486ed5a83cf29d8713b14330ee4023dd145",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:32.049172+00:00",
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"uploaded":
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},
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{
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"name": "train-g1-00000.tar",
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"count": 10,
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"bytes": 11335680,
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"sha256": "5c4d91372542b3396ff71b980cb51b470d909ff3852b2b787f2d7de6199893e4",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:22.799148+00:00",
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"uploaded":
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},
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{
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"name": "train-g2-00000.tar",
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"count": 10,
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"bytes": 10629120,
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"sha256": "5e9c071cd6d3a6e04f728e5ff71c4842f828a079af91286e3361970189586a4d",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:26.297675+00:00",
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"uploaded":
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},
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{
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"name": "train-g3-00000.tar",
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"count": 10,
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"bytes": 11489280,
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"sha256": "e68e9504b397724b89a20ebf15962b8d1fd55812d3840a4b14de4e239df1880d",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:27.100765+00:00",
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"uploaded":
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},
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{
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"name": "train-g4-00000.tar",
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"count": 10,
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"bytes": 11223040,
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"sha256": "7b373b727133ec6d016b90d94c6b5921591fffafb502fcf27acf39d6dcbb358a",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:17.715900+00:00",
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"uploaded":
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},
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{
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"name": "train-g5-00000.tar",
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"count": 10,
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"bytes": 10997760,
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"sha256": "8dba04196739b28df1795509ee3790ef4767be8e7ec4ffa09c45aa2b6f79ffb9",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:18.808936+00:00",
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"uploaded":
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},
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{
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"name": "train-g6-00000.tar",
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"count": 10,
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"bytes": 11919360,
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"sha256": "a76ac740e7aad6c7d74fbab8bfedbab5ff81c08eab5ab4828e03aa1e9e38cd64",
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"status": "
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"revision":
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"created": "2026-10-06T15:37:17.580870+00:00",
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"uploaded":
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}
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]
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"count": 10,
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"bytes": 11182080,
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"sha256": "4088a227d57c9c2896da4350e4124486ed5a83cf29d8713b14330ee4023dd145",
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"status": "uploaded",
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"revision": "97721691ea8c7a3cb3106fea88660056440ae3e4",
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"created": "2026-10-06T15:37:32.049172+00:00",
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"uploaded": "2026-10-06T15:39:01.467602+00:00"
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},
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{
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"name": "train-g1-00000.tar",
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"count": 10,
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"bytes": 11335680,
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"uploaded": "2026-10-06T15:38:59.637783+00:00"
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{
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"name": "train-g3-00000.tar",
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"count": 10,
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}
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]
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