Alibaba
Qwen 3 235B A22B
最先端
135.0Kダウンロード782いいねApr 2025公開日131K トークンコンテキストApache 2.0ライセンス89 優秀品質
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.
はじめに
— コピー&ペーストでローカル実行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
関連モデル
おすすめ
最適なハードウェア
Qwen 3 235B A22Bのおすすめ
このモデルを実行
量子化オプション
量子化レベル別VRAM推定値
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
ハードウェア互換性
全ハードウェアの適合度推定
Computing compatibility...
メモリ内訳
Reference: RTX 2060 6GB
Weights143.4 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom0.6 GB
よくある質問
FAQ — Qwen 3 235B A22B
関連項目