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LatestQwen · AlibabaQwen3-Coder-30B-A3B
Qwen · AlibabaCode

Qwen Releases Compact 30B MoE for Coding Agents

The new Apache 2.0 model from Alibaba's Qwen team uses a Mixture-of-Experts architecture to deliver strong performance with only 3B active parameters.

Jul 31, 2025
NotableApache 2.0
Qwen3-Coder-30B-A3B-Instruct

Alibaba's Qwen team has released Qwen3-Coder-30B-A3B-Instruct, a new open-source model specialized for code generation and agentic tasks. Published under the permissive Apache 2.0 license, the model is designed to offer a balance of high performance and computational efficiency for developers building AI-powered tools.

The model's architecture is a key feature. It is a Mixture-of-Experts (MoE) model with a total of 30 billion parameters, but it only activates 3 billion of them during any given inference pass. This design allows it to access a large repository of knowledge while keeping the computational cost relatively low, making it more accessible to run on consumer-grade hardware compared to dense models of a similar size.

Key Specifications

  • Total Parameters: 30 billion
  • Active Parameters: 3 billion (MoE)
  • Context Length: 262,144 tokens
  • License: Apache 2.0

The combination of an efficient MoE architecture and a very long 262k token context window makes Qwen3-Coder particularly well-suited for building autonomous coding agents. These agents require the ability to understand large codebases and maintain context over complex, multi-step tasks. You can find the model and further details on its Hugging Face repository page. Its release provides another strong, permissively licensed option for teams looking to integrate advanced code generation into their workflows.

Sources

  • Qwen/Qwen3-Coder-30B-A3B-Instruct

    Hugging Face

    Visit
OlderNew VLM `dots.ocr` Takes on Complex Documentsrednote-hilab · Vision-Language · last yearNewerQwen releases open model for text-in-image generationQwen · Alibaba · Text → Image · last year

Get the model

Hugging Face

Specs

Parameters30B · MoE
Active params3.3B active
Context window262K tokens
Size61.1 GB
PrecisionBF16
ArchitectureQwen3MoeForCausalLM
LicenseAPACHE-2.0
Downloads58.2K
Likes1.4K

Can you run it?

Runs on a 24 GB GPU at 4-bit.

  • BF16 (as published)

    80 GB GPU (A100 / H100) · 128 GB Mac Studio

    62.9 GB
  • 8-bit

    48 GB GPU (RTX 6000) or 2×24 GB · 64 GB Mac

    34.1 GB
  • 4-bit

    24 GB GPU (RTX 3090 / 4090) · 32 GB Mac

    20.1 GB
Your machine
GGUF builds
  • Mixture-of-experts: all 30.5B parameters must be resident even though only 3.3B are active per token — active count affects speed, not memory.
  • KV cache sized for 8,192 tokens of context; longer prompts need proportionally more.

Based on Hugging Face weights metadata. Assumes an 8K context and ~1 GB runtime overhead; actual needs vary. How we estimate


Modalities

CodeText / LLM
2 versions — view changelog

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