Poolside

Laguna XS 2.1

最先端
22.5Kダウンロード170いいねJun 2026公開日262K トークンコンテキストOpenMDW 1.1ライセンス75 優秀品質

Laguna XS 2.1 (33.400001525878906B parameters) requires approximately 22.5 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 3B active parameters, it uses less memory than its total parameter count suggests. For the best balance of quality and speed, we recommend hardware with at least 26 GB of VRAM.

はじめに

— コピー&ペーストでローカル実行

Copy-paste commands to run Laguna XS 2.1 on your machine.

Run

docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \ --hf-repo "poolside/Laguna-XS-2.1" \ --hf-file "Laguna-XS-2.1-Q4_K_M.gguf" \ -c 4096 -ngl 99

Quick specs

Parameters33.4B (3B active)
Architecturemoe (MoE)
Context262K tokens
Modalitytext
Min RAM13 GB
Rec. RAM20.4 GB (Q4_K_M)
LicenseOpenMDW 1.1
FamilyLaguna
Code Reasoning

About this model

Laguna XS 2.1 is the compact member of Poolside's Laguna 2.1 family: a 33B-total Mixture-of-Experts model activating roughly 3B parameters per token. It shares the family recipe — 256 routed experts plus one shared expert, grouped-query attention and interleaved full/sliding-window layers — in a 40-layer stack sized for single-GPU agentic coding at 262K context.

  • 33B total / ~3B active — runs comfortably on a single 24GB GPU at Q4.
  • Same router and attention recipe as Laguna S 2.1, at a quarter of the size.
  • 262K context with 1:3 global-to-sliding-window attention (window 512).
  • Targeted at agentic coding and long-horizon tool use.

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量子化オプション

量子化レベル別VRAM推定値

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q1_0_G128
1.125
4.8 GB
Very Low
Q2_0_G128
1.71
8.9 GB
Low
Q2_K
2
13.0 GB
Low
Q3_K_S
3
16.4 GB
Low
NVFP4
4
18.7 GB
Medium
Q4_K_M
4
20.4 GB
Medium
Q5_K_M
5
24.0 GB
High
Q6_K
6
27.4 GB
High
Q8_0
8
35.7 GB
Very High
F16
16
68.5 GB
Maximum

Quality benchmarks

Laguna XS 2.1 benchmark scores

Benchmark verified

Coding

SWE-bench Verified70.9%
HumanEval+
Aider Polyglot
LiveCodeBench

Source: official · 2026-06-20

ハードウェア互換性

全ハードウェアの適合度推定

カリキュレーターを開く

Computing compatibility...

メモリ内訳

Reference: RTX 2060 6GB

Weights20.4 GB
KV Cache0.6 GB
Runtime0.9 GB
Headroom0.6 GB

よくある質問

FAQ — Laguna XS 2.1

関連項目