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Retrieval, embeddings and long context

RULER

Synthetic long-context retrieval, aggregation and reasoning at varying lengths.

About RULER

What it measures

Accuracy versus context length and task family.

Scope & limitations

Context-window capacity is not demonstrated simply by accepting a long input; synthetic success also does not establish enterprise document quality.

Evaluation environment

Long-context text model.

Source

Original benchmark