Model Detail human-review-recommended

Qwen3 30B-A3B

Qwen3 30B with MoE. Same family as Coder, general-purpose.

AlibabaQWEN3apache-2.02025-07
Parameters
30.5B
3.3B active
Context window
131K
Long context
Architecture
decoder only transformer
moe
Quality score
83
Planner signal

Task Fit

Code AgentNot a fit

Not marked for code agent in the current library.

CodeSupported

Code generation, debugging, refactoring, and benchmark signal.

ChatSupported

General writing, Q&A, and assistant use.

RAGSupported

Document QA benefits from long context and instruction following.

VisionNot a fit

Not marked for vision in the current library.

Image GenerationNot a fit

Not marked for image generation in the current library.

Video GenerationNot a fit

Not marked for video generation in the current library.

VoiceNot a fit

Not marked for voice in the current library.

Source Confidence

Overallhigh · 94/100
ParametersReviewed / seeded
Task fitReviewed / seeded
MemorySeeded artifact
LicenseSource / seed
BenchmarksAvailable
Hardware fitCalculated

Variants and Quant Artifacts

Choose the artifact first; hardware fit follows from RAM, VRAM, format, and runtime.

3 artifacts
QuantFormatQualityMin RAMReco RAMRuntimeAction
Q4_K_Mggufbalanced24GB48GBollama, llama.cpp, lm-studio Plan with this
Q5_K_Mggufbalanced24GB48GBollama, llama.cpp, lm-studio Plan with this
Q8_0ggufhigh35GB48GBollama, llama.cpp, lm-studio Plan with this

Recommended Hardware

Cheapest That Works
NVIDIA RTX 3060 12GB
Compatible

Lowest estimated 5-year cost that can run this model.

12GB VRAM$1,570 / 5y
Best Value
Ryzen AI Max+ 395 128GB Mini PC
Compatible

Plenty of fast-memory headroom for this model.

128GB RAM$2,311 / 5y
Best Performance
NVIDIA RTX 6000 Blackwell 96GB
Compatible

Highest local performance signal among compatible hardware.

96GB VRAM$12,376 / 5y

Benchmarks

Humaneval83%
MMLU80%

Source and Review

Hugging FaceQwen/Qwen3-30B-A3B-Instruct-2507
Ollamaqwen3:30b
Verificationhuman-review-recommended
Artifact sourceseeded
Default variantQwen3 30B-A3B Coder
Tool callingSupported

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