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ksopyla/cogito-probe-bind

CogitoProbe-Bind: who-has-what entity binding Part of Cogito Capability Checks — does your model actually use what it read? Small synthetic tests with exact answers, guessing floors and a length ladder (1k → 128k tokens). Project page: ai.ksopyla.com/projects/cogito-capability-datasets TL;DR. Each person gets a job, a city, a colour and a friend; after 1k–32k tokens of filler the model must answer who has which colour, who lives where, or where a person's friend lives.… See the full description on the dataset page: https://huggingface.co/datasets/ksopyla/cogito-probe-bind.

Author / organizationksopyla
License (as declared)apache-2.0
Downloads322 (as reported by Hugging Face)
Likes0
Created16 September 2026
Last updated at source10 October 2026
cogito-capability-checkssyntheticbenchmarkevaluationlong-contextneedle-in-a-haystacklength-generalizationmemoryentity-bindingmulti-hopretrievalcompositionalitycogito-probebind
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