Download croissant.json from Dynamical-Systems/sdl2: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Dynamical-Systems/sdl2/resolve/main/croissant.json
- Command line
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hf download hf://datasets/Dynamical-Systems/sdl2/croissant.json
-
curl -L -o croissant.json https://huggingface.co/datasets/Dynamical-Systems/sdl2/resolve/main/croissant.json
17.7 kB
| { | |
| "@context": { | |
| "@language": "en", | |
| "@vocab": "https://schema.org/", | |
| "cr": "http://mlcommons.org/croissant/", | |
| "dct": "http://purl.org/dc/terms/", | |
| "sc": "https://schema.org/", | |
| "citeAs": "cr:citeAs", | |
| "column": "cr:column", | |
| "conformsTo": "dct:conformsTo", | |
| "data": { | |
| "@id": "cr:data", | |
| "@type": "@json" | |
| }, | |
| "dataType": { | |
| "@id": "cr:dataType", | |
| "@type": "@vocab" | |
| }, | |
| "examples": { | |
| "@id": "cr:examples", | |
| "@type": "@json" | |
| }, | |
| "extract": "cr:extract", | |
| "field": "cr:field", | |
| "fileProperty": "cr:fileProperty", | |
| "fileObject": "cr:fileObject", | |
| "fileSet": "cr:fileSet", | |
| "format": "cr:format", | |
| "includes": "cr:includes", | |
| "isLiveDataset": "cr:isLiveDataset", | |
| "jsonPath": "cr:jsonPath", | |
| "key": "cr:key", | |
| "md5": "cr:md5", | |
| "parentField": "cr:parentField", | |
| "path": "cr:path", | |
| "recordSet": "cr:recordSet", | |
| "references": "cr:references", | |
| "regex": "cr:regex", | |
| "repeated": "cr:repeated", | |
| "replace": "cr:replace", | |
| "separator": "cr:separator", | |
| "source": "cr:source", | |
| "subField": "cr:subField", | |
| "transform": "cr:transform", | |
| "rai": "http://mlcommons.org/croissant/RAI/", | |
| "samplingRate": "cr:samplingRate", | |
| "equivalentProperty": "cr:equivalentProperty" | |
| }, | |
| "@type": "sc:Dataset", | |
| "conformsTo": "http://mlcommons.org/croissant/1.0", | |
| "name": "SDL-2", | |
| "description": "SDL-2 contains 32 simulated NdFeB magnet powders with their hidden parameters and the true outcome of all 8,064 processing routes in each, and 256 investigations by six language models and two classical experiment-design methods, with their Outcome, Supported and Both scores.", | |
| "license": "https://creativecommons.org/licenses/by/4.0/", | |
| "url": "https://huggingface.co/datasets/Dynamical-Systems/sdl2", | |
| "citeAs": "Barnes, J. (2026). Teaching AI to Explore the Physical World. Dynamical Systems. https://dynamicalsystems.ai/blog/sdl-2", | |
| "creator": { | |
| "@type": "sc:Organization", | |
| "name": "Dynamical Systems", | |
| "url": "https://dynamicalsystems.ai" | |
| }, | |
| "datePublished": "2026-11-01", | |
| "version": "1.0.0", | |
| "keywords": [ | |
| "agents", | |
| "benchmark", | |
| "scientific agents", | |
| "materials", | |
| "experiment design" | |
| ], | |
| "distribution": [ | |
| { | |
| "@type": "cr:FileObject", | |
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| }, | |
| { | |
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| "name": "routes.parquet", | |
| "contentUrl": "https://huggingface.co/datasets/Dynamical-Systems/sdl2/resolve/main/worlds/routes.parquet", | |
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| "sha256": "7b647297e14279867814f732e4caf315141c1ed19f0a725b91f21357b2ab0645" | |
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| { | |
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| "name": "investigations", | |
| "description": "One row per investigation (256).", | |
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| { | |
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| "name": "episode", | |
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| { | |
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| { | |
| "@type": "cr:Field", | |
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| "name": "model_id", | |
| "dataType": "sc:Text", | |
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| "column": "model_id" | |
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| { | |
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| { | |
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| { | |
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| { | |
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| "name": "wall_seconds", | |
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| { | |
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| { | |
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| { | |
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| "name": "routes", | |
| "description": "One row per world and declared route (32 x 8,064) with its true outcome.", | |
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| "@type": "cr:Field", | |
| "@id": "worlds/feasible", | |
| "name": "feasible", | |
| "dataType": "sc:Boolean", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "feasible" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/n_passing_routes", | |
| "name": "n_passing_routes", | |
| "dataType": "sc:Integer", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "n_passing_routes" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/magnetic_path", | |
| "name": "magnetic_path", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "magnetic_path" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/best_median_ratio", | |
| "name": "best_median_ratio", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "best_median_ratio" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/world_seed", | |
| "name": "world_seed", | |
| "dataType": "sc:Integer", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "world_seed" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/record", | |
| "name": "record", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "record" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "worlds/truth", | |
| "name": "truth", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "worlds.jsonl" | |
| }, | |
| "extract": { | |
| "column": "truth" | |
| } | |
| } | |
| } | |
| ] | |
| } | |
| ] | |
| } | |