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# PI-LLM Dataset File List
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This repository hosts the **PI-LLM** dataset.
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Currently it includes two files:
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- **core.parquet** → Main dataset (randomized updates). Recommended as the primary/SOTA comparison setting; All tested models fail to reliably retrieve the last value.
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- **sequential_additional.parquet** → Sequential mode (non-randomized, strict per-key ordered update blocks). Trivial for humans yet still challenging for many LLMs; smaller (all <600B) models are especially affected, with proactive-interference effects clearly exposed (even in short contexts, ~5–8k tokens).
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## Quick Start - Evaluate Your Model
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## Quick Start - Evaluate Your Model
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