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MTEB Code

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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  1. 2026-03-21 / skill-finderQwen3-Embedding-8B: #1 MTEB Multilingual (70.58) and #1 MTEB Code (80.68) for Open-Source RAGQwen3-Embedding-8B tops both the MTEB multilingual leaderboard (70.58) and the MTEB Code benchmark (80.68) as of March 2026, outperforming all open-source alternatives and competing with commercial APIs. The model supports 100+ languages including programming languages, flexible output dimensions from 32 to 4096 for storage-efficiency tradeoffs, and ships in 0.6B, 4B, and 8B sizes for deployment tiering. For code-heavy multilingual RAG pipelines, this is now the strongest open-source default.

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