Alibaba
Qwen 3 235B A22B
前沿
135.0K下载量782点赞Apr 2025发布日期131K tokens上下文Apache 2.0许可证89 优秀质量
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.
快速开始
— 复制粘贴即可本地运行Copy-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
相关模型
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最佳硬件
Qwen 3 235B A22B 的最佳选择
运行此模型
量化选项
各量化级别的 VRAM 估算
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
硬件兼容性
全部硬件的适配估算
Computing compatibility...
内存详细分析
Reference: RTX 2060 6GB
Weights143.4 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom0.6 GB
常见问题
FAQ — Qwen 3 235B A22B
另请参阅