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Qwen3 30B A3B Instruct 2507

Model Overview

Qwen3-30B-A3B-Instruct-2507 is a state-of-the-art large language model from the Qwen3 series, designed to provide strong performance across a wide range of domains including reasoning, coding, multilingual understanding, and long-context comprehension.

Qwen3-30B-A3B-Instruct-2507 brings the following improvements:

  • General Capabilities – Stronger instruction following, logical reasoning, mathematics, science, and coding, with better tool usage integration.

  • Knowledge Coverage – Substantial gains in handling long-tail knowledge and multiple languages.

  • Alignment – Enhanced alignment with user intent for open-ended and subjective tasks, producing more helpful and high-quality responses.

  • Extended Context – Native support for 256K tokens, making it highly capable for long-context tasks such as document understanding and multi-turn reasoning.

  • Efficient Mixture-of-Experts (MoE) – Designed with 128 experts, of which only 8 are active at a time, improving efficiency while maintaining large-model accuracy.

Model Architecture

  • Type: Causal Language Model (CLM)
  • Number of Parameters (Total): 30.5B
  • Number of Parameters (Non-Embedding): 29.9B
  • Activated Parameters: ~3.3B per forward pass (Mixture of Experts)
  • Number of Layers: 48
  • Number of Attention Heads (GQA): 32 for Q and 4 for KV
  • Number of Experts: 128 (8 activated per token)
  • Context Length: 262,144 tokens (256K) natively
  • Model Source: Qwen/Qwen3-30B-A3B-Instruct-2507
  • License: apache-2.0

QPC Configurations

Precision SoCs / Tensor slicing NSP-Cores (per SoC) Full Batch Size Chunking Prompt Length Context Length (CL) QPC URL QPC Size QPC Download Onnx URL Onnx Download Generation Date
MXFP6 4 16 1 128 8192 https://dc00tk1pxen80.cloudfront.net/SDK1.21.2/Qwen/Qwen3-30B-A3B-Instruct-2507/Qwen_Qwen3-30B-A3B-Instruct-2507_qpc_16cores_128pl_8192cl_1fbs_4devices_mxfp6_mxint8.tar.gz 54GB Download https://qualcom-qpc-models.s3-accelerate.amazonaws.com/SDK1.21.2/Qwen/Qwen3-30B-A3B-Instruct-2507/Qwen_Qwen3-30B-A3B-Instruct-2507_ONNX.tar.gz Download 26-Mar-2026