metmuseum/openaccess-embeddings-apple-mobileclip-ml-s2-oembeddings

Embeddings produced by apple/MobileCLIP-S2 over metmuseum/openaccess, shaped to match the go-embeddingsdb Record struct (with the OEmbeddings spec inside attributes).

Column	Type	Notes
provider	string	"metmuseum"
subject_id	string	metmuseum:{objectID} — the artwork
depiction_id	string	metmuseum:{objectID}:primaryImage — the image
model	string	HF model id
embeddings	list<float32>	L2-normalised, dim = 512
created	int64	Unix epoch seconds when this batch was generated
attributes	map<string, string>	OEmbeddings spec fields (see below)

attributes struct

Field	Required	Source
type	yes	always "image"
preview	yes (URI)	primaryImageSmall or primaryImage
subject_url	yes	objectURL (the metmuseum.org page)
subject_title	yes	Title
subject_creditline	yes	creditLine
provider_name	yes	"The Metropolitan Museum of Art"
provider_url	yes	https://www.metmuseum.org/
depiction_url	optional	primaryImage

Loading

from datasets import load_dataset

ds = load_dataset("metmuseum/openaccess-embeddings-apple-mobileclip-ml-s2-oembeddings", split="train")
row = ds[0]
print(row["subject_id"], row["model"], row["attributes"]["subject_title"])