Poolside发布Laguna S 2.1模型

Poolside 低调发布 Laguna S 2.1，这是一款总参数 118B、每 token 仅激活约 8B 参数的 MoE 模型，含 256 个路由专家和 1 个共享专家。文章称其在 Terminal Bench 2.1、SWE Bench Multilingual 等基准上表现优于更大规模模型，推理成本接近 8B 稠密模型。

事件进展（5 篇报道）

1. 2026-07-22 10:31
   Reddit r/LocalLLaMA How is Laguna S 2.1 with 118B total params, only 8B active, is beating models 10x its size
2. 2026-07-22 11:42
   Reddit r/LocalLLaMA Unsloth Quantization of Laguna S 2.1 Is Out
3. 2026-07-22 12:03
   Reddit r/LocalLLaMA Today was the perfect day for Poolside to drop Laguna S 2.1 because I just got these in! Finally have a half decent amount of VRAM. 3x V620 = 96 GB.
4. 2026-07-22 15:09
   Reddit r/LocalLLaMA Add support for Laguna XS.2 & M.1 by joerowell · Pull Request #25165 · ggml-org/llama.cpp
5. 2026-07-22 15:56
   Reddit r/LocalLLaMA Force in Laguna-S-2.1

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