Datasets:
schema_version stringclasses 1
value | sample_id stringclasses 7
values | semantic_group_id stringclasses 1
value | slot_id stringclasses 7
values | prompt_id stringclasses 1
value | prompt stringclasses 1
value | prompt_frozen bool 1
class | origin_class stringclasses 2
values | content_category stringclasses 1
value | split stringclasses 1
value | source dict | capture dict | generation dict | scope dict | audit dict | receipt_path stringclasses 7
values | receipt_sha256 stringclasses 7
values | original_path stringclasses 7
values | original_sha256 stringclasses 7
values | original_bytes int64 578k 1.61M | original_media_type stringclasses 2
values | original_width int64 512 2.05k | original_height int64 512 1.54k | image imagewidth (px) 512 512 | normalized_file_name stringclasses 7
values | normalized_sha256 stringclasses 7
values | normalized_bytes int64 309k 630k | normalized_width int64 512 512 | normalized_height int64 512 512 | normalization_id stringclasses 1
value | data_file stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3.0.0 | real-000002-flux-replicate-0 | real-000002 | flux-replicate-0 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-flux-generation",
"source_record_id": "real-000002-flux-replicate-0",
"landing_page_url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/blob/741f7c3ce8b383c54... | null | {
"family_id": "flux",
"model_id": "black-forest-labs/FLUX.1-schnell",
"model_revision": "741f7c3ce8b383c54771c7003378a50191e9efe9",
"provider": "local-diffusers",
"settings": {
"width": 1024,
"height": 1024,
"num_inference_steps": 4,
"guidance_scale": 0,
"negative_prompt": null,
"max_... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":1108547,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_std... | receipts/real-000002-flux-replicate-0.json | 978126fafdd832c0d532badbc6b7fd31a4c7b9a58b8b10c76400c06e1eb9e008 | originals/synthetic/flux/real-000002-flux-replicate-0.png | c408ffdc3ed4f0968dc0cc6aba4b2f7c5662d36a123930f2d6d44f5db5e822cc | 1,108,547 | image/png | 1,024 | 1,024 | real-000002-flux-replicate-0.png | f8c6442825cbe8c722a1f2ff75c7d307c12d414f25cb456c81e3eced1d1141c3 | 309,324 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-flux-replicate-1 | real-000002 | flux-replicate-1 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-flux-generation",
"source_record_id": "real-000002-flux-replicate-1",
"landing_page_url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/blob/741f7c3ce8b383c54... | null | {
"family_id": "flux",
"model_id": "black-forest-labs/FLUX.1-schnell",
"model_revision": "741f7c3ce8b383c54771c7003378a50191e9efe9",
"provider": "local-diffusers",
"settings": {
"width": 1024,
"height": 1024,
"num_inference_steps": 4,
"guidance_scale": 0,
"negative_prompt": null,
"max_... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":1149962,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_std... | receipts/real-000002-flux-replicate-1.json | 7910b4cb937e5228cc14f1cc2b416da74ac997b154443b9a6916169e60436ea9 | originals/synthetic/flux/real-000002-flux-replicate-1.png | 2f7b375a2dc73d8d2c331cd2dfc8d661c0922b2a840bbae771a37b9e59e75d31 | 1,149,962 | image/png | 1,024 | 1,024 | real-000002-flux-replicate-1.png | 01e7a818bc606453b492776c6133c9a530b08d2f0ff4a23ce4b05beb5c6a9d48 | 319,614 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-real-photo | real-000002 | real-photo | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | real_photo | unstratified | validation | {
"collection_id": "Spawning/PD12M",
"source_record_id": "87f8112e394e74563ee112a28332e0d4",
"landing_page_url": "https://pd12m.s3.us-west-2.amazonaws.com/images/3e975441-d350-5468-b48a-a7d1de835003.jpeg",
"license": {
"name": "CC0-1.0",
"url": "https://creativecommons.org/publicdomain/zero/1.0/"
},
... | null | null | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "seeded-hf-stream-first-valid-v1",
"automated_edit_screen": null,
"cache_hit": true,
"details_json": "{\"cache_hit\":true,\"human_audit_required\":false,\"human_audit_status\":\"not-sampled\",\"manual_override_status\":\"none\",\"selection_method\":\"seeded-hf-stream-first-valid-v1\",\"sou... | receipts/real-000002-real-photo.json | 9b43d7fd52fa84f8e1f7951bd0281827ee0af27af56add8476d7ca4359b938b1 | originals/real_photo/real_photo/real-000002-real-photo.img | 3b624f41d24a7ab508a31386f3423257ea55cff760f026ae9bad3a87c683d8b5 | 787,592 | image/jpeg | 2,048 | 1,536 | real-000002-real-photo.png | bf8b541dd8b1fad507cc8a0cbb384f584798b6213a264147a87e41c17cb448e4 | 478,878 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-stable-diffusion-1-5-replicate-0 | real-000002 | stable-diffusion-1-5-replicate-0 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-stable-diffusion-1-5-generation",
"source_record_id": "real-000002-stable-diffusion-1-5-replicate-0",
"landing_page_url": "https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/stable-diffu... | null | {
"family_id": "stable-diffusion-1-5",
"model_id": "stable-diffusion-v1-5/stable-diffusion-v1-5",
"model_revision": "451f4fe16113bff5a5d2269ed5ad43b0592e9a14",
"provider": "local-diffusers",
"settings": {
"width": 512,
"height": 512,
"num_inference_steps": 30,
"guidance_scale": 7,
"negativ... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":643148,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_stdd... | receipts/real-000002-stable-diffusion-1-5-replicate-0.json | 94981495732248958c3b15ef83fa9c373c5a538d47898f62418945857723ac62 | originals/synthetic/stable-diffusion-1-5/real-000002-stable-diffusion-1-5-replicate-0.png | a4c4dec229d53b7a95d7c35cb77df623948b02ec7f606c51461ca7d652249da2 | 643,148 | image/png | 512 | 512 | real-000002-stable-diffusion-1-5-replicate-0.png | d4b0f47de600aaae3bced187b253b9d60a94b4076432369cffe63ca6685c45d9 | 630,020 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-stable-diffusion-1-5-replicate-1 | real-000002 | stable-diffusion-1-5-replicate-1 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-stable-diffusion-1-5-generation",
"source_record_id": "real-000002-stable-diffusion-1-5-replicate-1",
"landing_page_url": "https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/stable-diffu... | null | {
"family_id": "stable-diffusion-1-5",
"model_id": "stable-diffusion-v1-5/stable-diffusion-v1-5",
"model_revision": "451f4fe16113bff5a5d2269ed5ad43b0592e9a14",
"provider": "local-diffusers",
"settings": {
"width": 512,
"height": 512,
"num_inference_steps": 30,
"guidance_scale": 7,
"negativ... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":577689,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_stdd... | receipts/real-000002-stable-diffusion-1-5-replicate-1.json | 39c4737d6fd1626d68615230cd5c36a3e371437305e4d579a34299b558e45996 | originals/synthetic/stable-diffusion-1-5/real-000002-stable-diffusion-1-5-replicate-1.png | 3c3f1b9121fbe42b05c835467053347f803b084bc0bae1fcb21b1c0a67c4c09a | 577,689 | image/png | 512 | 512 | real-000002-stable-diffusion-1-5-replicate-1.png | 04fe9c4af14ab27272bed39a703341880948a95b5a18eb0b805ecde01157d671 | 574,487 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-stable-diffusion-xl-replicate-0 | real-000002 | stable-diffusion-xl-replicate-0 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-stable-diffusion-xl-generation",
"source_record_id": "real-000002-stable-diffusion-xl-replicate-0",
"landing_page_url": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/stabilityai/stabl... | null | {
"family_id": "stable-diffusion-xl",
"model_id": "stabilityai/stable-diffusion-xl-base-1.0",
"model_revision": "462165984030d82259a11f4367a4eed129e94a7b",
"provider": "local-diffusers",
"settings": {
"width": 1024,
"height": 1024,
"num_inference_steps": 30,
"guidance_scale": 6,
"negative_... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":1614264,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_std... | receipts/real-000002-stable-diffusion-xl-replicate-0.json | e4c8e18bd7768c192107c2a2b28aa5f9e72b94d165fabee2a0f6569e2e90ab51 | originals/synthetic/stable-diffusion-xl/real-000002-stable-diffusion-xl-replicate-0.png | 4f4f8c4d6ba512b7bb7ed35ab7476868d2e2a76f63873458ed3d0f4c08dac36c | 1,614,264 | image/png | 1,024 | 1,024 | real-000002-stable-diffusion-xl-replicate-0.png | b19ace9ab624bc0d3dd51e3126e0c5d57fad3daf4bd6ab8a28cee5058367f602 | 480,467 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet | |
3.0.0 | real-000002-stable-diffusion-xl-replicate-1 | real-000002 | stable-diffusion-xl-replicate-1 | caption-real-000002 | A tree branch with vibrant green leaves and some brown or yellow ones extends across the frame, backed by a blurred green background. | true | synthetic | unstratified | validation | {
"collection_id": "mai-stable-diffusion-xl-generation",
"source_record_id": "real-000002-stable-diffusion-xl-replicate-1",
"landing_page_url": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
"license": {
"name": "model-output-license",
"url": "https://huggingface.co/stabilityai/stabl... | null | {
"family_id": "stable-diffusion-xl",
"model_id": "stabilityai/stable-diffusion-xl-base-1.0",
"model_revision": "462165984030d82259a11f4367a4eed129e94a7b",
"provider": "local-diffusers",
"settings": {
"width": 1024,
"height": 1024,
"num_inference_steps": 30,
"guidance_scale": 6,
"negative_... | {
"in_scope": true,
"ambiguity_flags": [],
"details_json": "{\"ambiguity_flags\":[],\"in_scope\":true}"
} | {
"selection_method": "automatic-first-passing-v1",
"automated_edit_screen": null,
"cache_hit": false,
"details_json": "{\"cache_hit\":false,\"candidate_count\":2,\"candidate_index\":0,\"candidate_qa\":[{\"bytes\":1356863,\"candidate_index\":0,\"failures\":[],\"image_health\":{\"format\":\"PNG\",\"grayscale_std... | receipts/real-000002-stable-diffusion-xl-replicate-1.json | befac33445544a2dd3201d49d6300ea7db62915d7615070aa722c9fc3e604ebf | originals/synthetic/stable-diffusion-xl/real-000002-stable-diffusion-xl-replicate-1.png | 52a807b6809095559c72a7be8d7f7466255b4fca2d78e9cc9ae67ef5e3839e02 | 1,356,863 | image/png | 1,024 | 1,024 | real-000002-stable-diffusion-xl-replicate-1.png | 791aee20445f1d8c3a6a371a4cec1764cd94bc27d75b69acfe0ab06391883c5f | 371,527 | 512 | 512 | normalize-imagemagick-v1 | data/validation-00000-of-00001.parquet |
MAI real-photo versus generated-image atlas v2 pilot
A paired pilot in which pinned public-domain real photographs are deterministically captioned and rendered by every generator family.
This repository is produced by the MAI provenance-first dataset pipeline. Normalized images and their typed metadata are embedded in Parquet; byte-identical originals, provenance receipts, checksums, generator settings, and semantic-group relationships are retained for audit.
Dataset-specific license identifier: mixed-per-sample. Per-sample source licenses
in data/*.parquet govern the corresponding artifacts.
Load the normalized analysis images with:
from datasets import load_dataset
dataset = load_dataset("OWNER/REPOSITORY", revision="PIN_A_COMMIT")
Pin a commit revision in every experiment. See dataset.json,
groups.json, and validation_report.json for the release contract and audit
summary.
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