4/ Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? – conducts a deep performance analysis of long-context LLMs on in-context retrieval and reasoning; they first present a benchmark with real-world tasks requiring 1M token context.
Long-Context LLMs Performance Analysis on Retrieval and Reasoning
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