Alibaba

Qwen 3.6 35B A3B

Name: Qwen 3.6 35B A3B
Rating: 94 (64 reviews)
Author: Alibaba

Frontier

HuggingFace

5.7MDownloads2.0KCurtidasApr 2026Publicado262K tokensContextoApache 2.0Licença98 ExcepcionalQualidade

Qwen 3.6 35B A3B (35B parameters) requires approximately 28.5 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 33 GB of VRAM.

Comece agora

— copie e cole para rodar localmente

Copy-paste commands to run Qwen 3.6 35B A3B on your machine.

Run

docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \
  --hf-repo "Qwen/Qwen3.6-35B-A3B" \
  --hf-file "Qwen3.6-35B-A3B-Q4_K_M.gguf" \
  -c 4096 -ngl 99

Quick specs

Parameters35B (3B active)

Architecturemoe (MoE)

Context262K tokens

Modalitytext+vision

Min RAM13.7 GB

Rec. RAM21.3 GB (Q4_K_M)

LicenseApache 2.0

FamilyQwen

✓ Vision✓ Code✓ Chat✓ Reasoning

About this model

Qwen 3.6 35B A3B is the first open-weight Qwen 3.6 model, a multimodal MoE release focused on stronger agentic coding, long-context reasoning, and more stable repository-scale workflows.

•35B total params with only 3B active per token
•262K native context with preserve-thinking support
•Multimodal open-weights model tuned for coding and agent workflows

Modelos relacionados

Escolhas rápidas

Melhor custo-benefícioS

Mac mini M4 64GB~$1,099 — 11 tok/s

Melhor no geralS

NVIDIA A100 40GB~$10,000 — 126 tok/s

Melhor hardware

Melhores opções para Qwen 3.6 35B A3B

RTX PRO 5000 Blackwell 48GBS

Rodar este modelo

Qwen 3.6 35B A3B on NVIDIA A100 40GB Qwen 3.6 35B A3B on RTX 6000 Ada 48GB Qwen 3.6 35B A3B on RTX PRO 5000 Blackwell 48GB

Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	13.7 GB	Low	—
Q3_K_S	3	17.2 GB	Low	—
NVFP4	4	19.6 GB	Medium	—
Q4_K_M	4	21.3 GB	Medium	—
Q5_K_M	5	25.2 GB	High	—
Q6_K	6	28.7 GB	High	—
Q8_0	8	37.5 GB	Very High	—
F16	16	71.8 GB	Maximum	—

Quality benchmarks

Qwen 3.6 35B A3B benchmark scores

Benchmark verified

Coding

SWE-bench Verified73.4%

HumanEval+—

Aider Polyglot—

LiveCodeBench80.4%

Reasoning

MMLU-Pro85.2%

GPQA Diamond86.0%

MATH-500—

ARC Challenge—

Source: official · 2026-04-15

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

Abrir calculadora

Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights21.3 GB

KV Cache4.1 GB

Runtime2.4 GB

Headroom0.6 GB

Perguntas frequentes

FAQ — Qwen 3.6 35B A3B

Veja também

Guia de Quantização Metodologia de Pontuação Abrir calculadora