Alibaba
Qwen 3 235B A22B
Frontier
135.0KDownloads782CurtidasApr 2025Publicado131K tokensContextoApache 2.0Licença89 ForteQualidade
Qwen 3 235B A22B (235B parameters) requires approximately 147.7 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 22B 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 170 GB of VRAM.
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— copie e cole para rodar localmenteCopy-paste commands to run Qwen 3 235B A22B on your machine.
Run
lms load Qwen3-235B-A22B-Instruct-2507 && lms server startQuick specs
Parameters235B (22B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM91.7 GB
Rec. RAM143.4 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
✓ Chat✓ Reasoning
About this model
- •Significant improvements: in general capabilities, including **instruction following, logical reasoning, text comprehension, mathematics, science,...
- •Substantial gains: in long-tail knowledge coverage across multiple languages
- •Markedly better alignment: with user preferences in subjective and open-ended tasks, enabling more helpful responses and higher-quality text...
- •Enhanced capabilities: in 256K long-context understanding
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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 | 91.7 GB | Low | — |
Q3_K_S | 3 | 115.2 GB | Low | — |
NVFP4 | 4 | 131.6 GB | Medium | — |
Q4_K_M | 4 | 143.4 GB | Medium | — |
Q5_K_M | 5 | 169.2 GB | High | — |
Q6_K | 6 | 192.7 GB | High | — |
Q8_0 | 8 | 251.5 GB | Very High | — |
F16 | 16 | 481.7 GB | Maximum | — |
Quality benchmarks
Qwen 3 235B A22B benchmark scores
Coding
SWE-bench Verified—
HumanEval+—
Aider Polyglot57.3%
LiveCodeBench70.7%
Reasoning
MMLU-Pro83.0%
GPQA Diamond77.5%
MATH-50090.2%
ARC Challenge—
General
Chatbot Arena—
IFEval88.7%
Source: official · 2025-07-14
Compatibilidade de hardware
Estimativas de compatibilidade para todo o hardware
Computing compatibility...
Detalhamento de memória
Reference: RTX 2060 6GB
Weights143.4 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom0.6 GB
Perguntas frequentes
FAQ — Qwen 3 235B A22B
Veja também