Description
Qwen3-Coder-Next is an advanced language model specifically designed for coding agents and local development. Built on the Qwen3-Next-80B-A3B-Base architecture, it incorporates hybrid attention and mixture of experts (MoE) to enhance its performance. The model is trained using large-scale executable task synthesis, environment interaction, and reinforcement learning, which significantly boosts its coding and agentic capabilities while maintaining lower inference costs.
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The model emphasizes scaling agentic training signals rather than just parameter scaling. It learns from large collections of verifiable coding tasks paired with executable environments, allowing it to adapt and improve through direct environment feedback. This includes continued pretraining on code-centric data, supervised fine-tuning on high-quality agent trajectories, and domain-specialized expert training in areas like software engineering and web development.
Qwen3-Coder-Next performs exceptionally well on coding agent benchmarks such as SWE-Bench and TerminalBench 2.0. It achieves over 70% on SWE-Bench Verified and remains competitive across multilingual settings and more challenging benchmarks. Despite its smaller size, it matches or exceeds the performance of larger open-source models, demonstrating its efficiency in long-horizon reasoning and multi-turn agentic tasks.
The model's efficiency is highlighted by its improved Pareto tradeoff between performance and cost, making it a cost-effective solution for agent deployment. It can be integrated into various downstream applications, including web development, command-line interfaces, and browser use, showcasing its versatility and practical utility.
- CategoryAI Models & LLMs
- Pricing ModelOpen source
- DeploymentCloud
- PlatformsWeb
Qwen3-Coder-Next Highlights
Open-weight language model
Hybrid attention architecture
Mixture of Experts (MoE)
Agentic training at scale
Reduced inference costs
High performance on coding benchmarks
Long-horizon reasoning
Cost-effective deployment
Getting Started with Qwen3-Coder-Next
Access model page: Visit the Qwen3-Coder-Next website
Authenticate: Log in with your credentials
Configure: Set up the model parameters
Send prompts: Input your coding tasks
Fine-tune: Adjust based on feedback
Qwen3-Coder-Next's Use Cases
- Coding Agents
- Local Development
- Web Development
- Command-line Interfaces
- Browser Automation
