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Rerank-2.5 and rerank-2.5-lite: instruction-following rerankers


TL;DR – We are excited to introduce the rerank-2.5 series, which significantly improves upon rerank-2’s performance while also introducing instruction-following capabilities for the first time. On …

On the Massive Instructed Retrieval Benchmark(MAIR), rerank-2.5 and rerank-2.5-lite outperform Cohere Rerank v3.5 by 12.70% and 10.36%, respectively, and by similar margins on our in-house evaluation datasets. My search should prioritize the implications of unlocking a device provided by my employer, focusing on adherence to my company’s BYOD policies and the impact on global connectivity. Instruction: Explain the process and challenges of collecting and reconciling historical stock price data across different financial websites.

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