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New best models for your hardware: from 4GB to 384GB VRAM

NewsSource: xAuthor: 0xSeroHotness: 244Published Jul 23, 2026

A tweet summarizing the latest open-source models for different VRAM sizes: Nanbeige for 4-8GB, Bonsai-27B (ternary compression of Qwen3.6, fits 4GB) for 8-24GB, Qwen-3.6-27B (reasoning boost) for 24-96GB, Laguna-S-2.1 (70% on terminal-bench on Spark) for 96-192GB, and Motif (3rd best open weight) for 192-384GB.

  • model comparison
  • VRAM
  • benchmarks
  • Qwen 3.6 27B
  • Bonsai 27B
  • Motif
  • Laguna S 2.1
  • Nanbeige
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