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Mercury 2

lastmod 2026-02-26created 2026-02-261 edits

A diffusion-based ultra-fast reasoning LLM

About

  • A language model that overcomes the speed limits of conventional sequential-decoding LLMs by using parallel generation based on Korean: 확산 모델 (diffusion)
  • Achieves more than 5x faster responses with a parallel refinement architecture that generates and revises multiple tokens at once
  • Optimized for real-time applications with 1,009 tokens/sec throughput, 128K context, JSON output, tool use, and more
  • Proven efficient in latency-sensitive environments such as coding assistance, agent loops, voice interfaces, and search/RAG pipelines
  • Fully compatible with the OpenAI API; can be integrated right away without changing existing infrastructure

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