Qwen3-30B-A3B-Thinking-2507-Researcher

Qwen3-30B-A3B-Thinking-2507-Researcher is a research-focused adaptation of Qwen3-30B-A3B-Thinking-2507 developed in the DeepResearch framework. It is intended for multi-step information gathering, evidence synthesis, and tool-augmented reasoning workflows.

Overview

This model is designed for:

  • research assistance
  • literature exploration
  • evidence gathering
  • structured reasoning with tools

Training

This model was trained using GRPO on the following datasets:

  • novonordisk-red/pmc-qa-hard
  • novonordisk-red/springernature-medium-qa

Benchmarks

Internal benchmark results can be summarized here.

Benchmark results

Limitations

  • May produce incorrect or incomplete claims
  • Depends on prompt quality, retrieval quality, and tool setup
  • Should be validated before use in high-stakes settings

Base Model

  • Qwen/Qwen3-30B-A3B-Thinking-2507
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