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What is Qwen3-Coder?
                Qwen3-Coder is a multifaceted coding model available in different sizes, prominently showcasing the 480B-parameter Mixture-of-Experts variant with 35B active parameters, which adeptly manages 256K-token contexts that can be scaled up to 1 million tokens. It demonstrates remarkable performance comparable to Claude Sonnet 4, having been pre-trained on a staggering 7.5 trillion tokens, with 70% of that data comprising code, and it employs synthetic data fine-tuned through Qwen2.5-Coder to bolster both coding proficiency and overall effectiveness. Additionally, the model utilizes advanced post-training techniques that incorporate substantial, execution-guided reinforcement learning, enabling it to generate a wide array of test cases across 20,000 parallel environments, thus excelling in multi-turn software engineering tasks like SWE-Bench Verified without requiring test-time scaling. Beyond the model itself, the open-source Qwen Code CLI, inspired by Gemini Code, equips users to implement Qwen3-Coder within dynamic workflows by utilizing customized prompts and function calling protocols while ensuring seamless integration with Node.js, OpenAI SDKs, and environment variables. This robust ecosystem not only aids developers in enhancing their coding projects efficiently but also fosters innovation by providing tools that adapt to various programming needs. Ultimately, Qwen3-Coder stands out as a powerful resource for developers seeking to improve their software development processes.
            
        
            What is CodeQwen?
                CodeQwen acts as the programming equivalent of Qwen, a collection of large language models developed by the Qwen team at Alibaba Cloud. This model, which is based on a transformer architecture that operates purely as a decoder, has been rigorously pre-trained on an extensive dataset of code. It is known for its strong capabilities in code generation and has achieved remarkable results on various benchmarking assessments. CodeQwen can understand and generate long contexts of up to 64,000 tokens and supports 92 programming languages, excelling in tasks such as text-to-SQL queries and debugging operations. Interacting with CodeQwen is uncomplicated; users can start a dialogue with just a few lines of code leveraging transformers. The interaction is rooted in creating the tokenizer and model using pre-existing methods, utilizing the generate function to foster communication through the chat template specified by the tokenizer. Adhering to our established guidelines, we adopt the ChatML template specifically designed for chat models. This model efficiently completes code snippets according to the prompts it receives, providing responses that require no additional formatting changes, thereby significantly enhancing the user experience. The smooth integration of these components highlights the adaptability and effectiveness of CodeQwen in addressing a wide range of programming challenges, making it an invaluable tool for developers.
            
        
            Integrations Supported
            
                
    Alibaba Cloud
            
            
        
        
    
        
        
            
                
    AtCoder
            
            
        
        
    
        
        
            
                
    Brokk
            
            
        
        
    
        
        
            
                
    Code Llama
            
            
        
        
    
        
        
            
                
    Codeforces
            
            
        
        
    
        
        
            
                
    Conda
            
            
        
        
    
        
        
            
                
    DeepSeek Coder
            
            
        
        
    
        
        
            
                
    GPT-3.5
            
            
        
        
    
        
        
            
                
    Gemini Enterprise
            
            
        
        
    
        
        
            
                
    LangChain
            
            
        
        
    
                
                    
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
                
            Integrations Supported
            
                
    Alibaba Cloud
            
            
        
        
    
        
        
            
                
    AtCoder
            
            
        
        
    
        
        
            
                
    Brokk
            
            
        
        
    
        
        
            
                
    Code Llama
            
            
        
        
    
        
        
            
                
    Codeforces
            
            
        
        
    
        
        
            
                
    Conda
            
            
        
        
    
        
        
            
                
    DeepSeek Coder
            
            
        
        
    
        
        
            
                
    GPT-3.5
            
            
        
        
    
        
        
            
                
    Gemini Enterprise
            
            
        
        
    
        
        
            
                
    LangChain
            
            
        
        
    
                
                    
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
        
        
        
    
                
            API Availability
            
                Has API
            
            
        
        
    
                API Availability
            
                Has API
            
            
        
        
    
                Pricing Information
        Free
        
    
    
    
        
        
            
                Free Trial Offered?
            
            
        
        
    
        
        
            
                Free Version
            
            
        
        
    
            Pricing Information
        Free
        
    
    
    
        
        
            
                Free Trial Offered?
            
            
        
        
    
        
        
            
                Free Version
            
            
        
        
    
            Supported Platforms
            
                SaaS
            
            
        
        
    
        
        
            
                Android
            
            
        
        
    
        
        
            
                iPhone
            
            
        
        
    
        
        
            
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                On-Prem
            
            
        
        
    
        
        
            
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                Supported Platforms
            
                SaaS
            
            
        
        
    
        
        
            
                Android
            
            
        
        
    
        
        
            
                iPhone
            
            
        
        
    
        
        
            
                iPad
            
            
        
        
    
        
        
            
                Windows
            
            
        
        
    
        
        
            
                Mac
            
            
        
        
    
        
        
            
                On-Prem
            
            
        
        
    
        
        
            
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                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
                Web-Based Support
            
            
        
        
    
                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
                Web-Based Support
            
            
        
        
    
                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
                Webinars
            
            
        
        
    
        
        
            
                Online Training
            
            
        
        
    
        
        
            
                On-Site Training
            
            
        
        
    
                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
                Webinars
            
            
        
        
    
        
        
            
                Online Training
            
            
        
        
    
        
        
            
                On-Site Training
            
            
        
        
    
                Company Facts
Organization Name
Qwen
Date Founded
2023
Company Location
China
Company Website
qwenlm.github.io/blog/qwen3-coder/
Company Facts
Organization Name
Alibaba
Date Founded
1999
Company Location
China
Company Website
github.com/QwenLM/CodeQwen1.5