Will It Run AI

AlibabaAlibaba

Qwen 3.6 27B

Frontier
5.0MDownloads1.5KCurtidasApr 2026Publicado262K tokensContextoApache 2.0Licença99 ExcepcionalQualidade

Qwen 3.6 27B (27B parameters) requires approximately 18.9 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 22 GB of VRAM.

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— copie e cole para rodar localmente

Copy-paste commands to run Qwen 3.6 27B on your machine.

Run

lms load Qwen3.6-27B && lms server start

Quick specs

Parameters27B
Architecturedense
Context262K tokens
Modalitytext+vision
Min RAM10.5 GB
Rec. RAM16.5 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
Vision Tool Use Thinking Code Chat Reasoning

About this model

Qwen 3.6 27B is a dense, multimodal 27B model that beats the previous-gen Qwen 3.5 397B-A17B MoE flagship on SWE-bench Verified (77.2% vs 76.2%) while fitting on a 16-24 GB consumer GPU. It uses a Gated DeltaNet + Gated Attention hybrid, ships a vision encoder, and supports 262K native context extensible to ~1M tokens via YaRN.

  • Dense 27B beats Qwen 3.5 397B-A17B MoE on SWE-bench Verified (77.2%)
  • Fits on RTX 4080/4090/3090 (16-24 GB) at Q4_K_M (~16.8 GB)
  • Multimodal: vision encoder for images, OCR, and hour-scale video
  • 262K native context, extensible to ~1M tokens via YaRN

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Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
10.5 GB
Low
Q3_K_S
3
13.2 GB
Low
NVFP4
4
15.1 GB
Medium
Q4_K_M
4
16.5 GB
Medium
Q5_K_M
5
19.4 GB
High
Q6_K
6
22.1 GB
High
Q8_0
8
28.9 GB
Very High
F16
16
55.4 GB
Maximum

Quality benchmarks

Qwen 3.6 27B benchmark scores

Benchmark verified

Coding

SWE-bench Verified77.2%
HumanEval+
Aider Polyglot
LiveCodeBench83.9%

Reasoning

MMLU-Pro86.2%
GPQA Diamond87.8%
MATH-500
ARC Challenge

Source: official · 2026-04-22

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights16.5 GB
KV Cache1.0 GB
Runtime0.9 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — Qwen 3.6 27B

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