Will It Run AI

AlibabaAlibaba

Qwen 3.5 397B A17B

Frontier
Jun 2025Publicado131K tokensContextoApache 2.0Licença100 ExcepcionalQualidade

Qwen 3.5 397B A17B (397B parameters) requires approximately 246.5 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 17B 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 284 GB of VRAM.

Comece agora

— copie e cole para rodar localmente

Copy-paste commands to run Qwen 3.5 397B A17B on your machine.

Run

docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \ --hf-repo "Qwen/Qwen3.5-397B-A17B-Instruct" \ --hf-file "Qwen3.5-397B-A17B-Instruct-Q4_K_M.gguf" \ -c 4096 -ngl 99

Quick specs

Parameters397B (17B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM154.8 GB
Rec. RAM242.2 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
Code Chat Reasoning

About this model

Qwen3.5 397B A17B é o modelo principal da família Qwen3.5 — um modelo MoE massivo com qualidade de nível fronteira em todas as tarefas.

  • Flagship model — top-tier quality across coding, reasoning, math, and agentic tasks
  • 397B total params with 17B active — strong quality with MoE inference efficiency
  • Requires multi-GPU or high-memory setups (150+ GB VRAM at Q4_K_M)

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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
154.8 GB
Low
Q3_K_S
3
194.5 GB
Low
NVFP4
4
222.3 GB
Medium
Q4_K_M
4
242.2 GB
Medium
Q5_K_M
5
285.8 GB
High
Q6_K
6
325.5 GB
High
Q8_0
8
424.8 GB
Very High
F16
16
813.8 GB
Maximum

Quality benchmarks

Qwen 3.5 397B A17B benchmark scores

Benchmark verified

Coding

SWE-bench Verified76.4%
HumanEval+
Aider Polyglot
LiveCodeBench83.6%

Reasoning

MMLU-Pro87.8%
GPQA Diamond88.4%
MATH-500
ARC Challenge

General

Chatbot Arena
IFEval92.6%

Source: official · 2025-06-25

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights242.2 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — Qwen 3.5 397B A17B

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