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Qwen 3 235B A22B

Frontera
135.0KDescargas782Me gustaApr 2025Publicado131K tokensContextoApache 2.0Licencia89 FuerteCalidad

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.

Comenzar

— copia y pega para ejecutar en local

Copy-paste commands to run Qwen 3 235B A22B on your machine.

Run

lms load Qwen3-235B-A22B-Instruct-2507 && lms server start

Quick 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

Presentamos la versión actualizada del modo no-pensante de Qwen3-235B-A22B, llamada Qwen3-235B-A22B-Instruct-2507, con mejoras clave en razonamiento, programación y capacidades multilingüe.

  • 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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Opciones de cuantización

Estimaciones de VRAM por nivel de cuantización

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
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

Benchmark verified

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

Compatibilidad de hardware

Estimaciones de encaje en todo el hardware

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Computing compatibility...

Desglose de memoria

Reference: RTX 2060 6GB

Weights143.4 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom0.6 GB

Preguntas frecuentes

FAQ — Qwen 3 235B A22B

Ver también