Daniel Ivanov
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#инфраструктура

2 posts

  • 2026-08-155 min read

    Third-party NVFP4 vs official FP8 on Qwen3.8-27B: 1.35× faster

    My NVFP4 checkpoint (unsloth) beats official FP8 by 1.35× on Qwen3.8-27B, backend-controlled. Quality is still an open question, and I caught myself overclaiming twice along the way — once about hardware compatibility, once about a comparison model.

  • 2026-07-073 min read

    DeepSeek V4 Flash on my architect bench: 0.717 and ₽0.022 per solved task

    DeepSeek V4 Flash scored 0.717 on my architect bench: below the top-3, above V4-Pro at 4.8× lower price — and for the first time realistic on 2×RTX PRO 6000.

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Daniel Ivanov · csylabsПолитика обработки ПДн© 2026