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@tonywu_71
Multimodal, RAG, Agents | ColPali co-first author | @centralesupelec 🇫🇷 x @Cambridge_Uni 🇬🇧 | Core Researcher at @hcompany_ai 🧑🏻💻
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Topk advertises a price of $0.05 per million tokens and claims the models deliver “frontier retrieval quality.”
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Tony Wu outlines methods to reduce embedding sizes while preserving retrieval performance on a benchmark.
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Using late-interaction embeddings, the 260M-parameter model scored 0.523 nDCG@10, while the 800M model scored 0.556, according to the user.
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Announcement details new encoders using one bidirectional transformer for text and images.
