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  ### Overview
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- This model is introduced in the paper "FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation".
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  In this paper, we introduce **FullStack-Agent**, a unified system that combines a multi-agent full-stack development framework equipped with efficient coding and debugging tools ([FullStack-Dev](https://github.com/mnluzimu/FullStack-Dev)), an iterative self-improvement method that improves the abilities of LLMs through repository augmentation and back-translation ([FullStack-Learn](https://github.com/mnluzimu/FullStack-Learn)), and a full-stack development benchmark that comprehensively evaluates frontend, backend, and database functionalities ([FullStack-Bench](https://github.com/mnluzimu/FullStack-Bench)).
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  ![method](assets/method.png)
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  | Model Name | Huggingface Link |
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  |------------|------------------|
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- | FullStack-Learn-LM-30B-A3B| [luzimu/FullStack-Learn-LM-30B-A3B](https://huggingface.co/luzimu/FullStack-Learn-LM-30B-A3B) |
 
 
 
 
 
 
 
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  ### Experimental Results
 
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  ### Overview
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+ This model is introduced in the paper ["FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation"](https://arxiv.org/abs/2602.03798).
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  In this paper, we introduce **FullStack-Agent**, a unified system that combines a multi-agent full-stack development framework equipped with efficient coding and debugging tools ([FullStack-Dev](https://github.com/mnluzimu/FullStack-Dev)), an iterative self-improvement method that improves the abilities of LLMs through repository augmentation and back-translation ([FullStack-Learn](https://github.com/mnluzimu/FullStack-Learn)), and a full-stack development benchmark that comprehensively evaluates frontend, backend, and database functionalities ([FullStack-Bench](https://github.com/mnluzimu/FullStack-Bench)).
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  ![method](assets/method.png)
 
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  | Model Name | Huggingface Link |
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  |------------|------------------|
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+ | FullStack-Learn-LM-30B-A3B| 🤗 [luzimu/FullStack-Learn-LM-30B-A3B](https://huggingface.co/luzimu/FullStack-Learn-LM-30B-A3B) |
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+ ### Dataset
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+ | Dataset Name | Huggingface Link |
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+ |------------|------------------|
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+ | FullStack-Bench | 🤗 [luzimu/FullStack-Bench](https://huggingface.co/datasets/luzimu/FullStack-Bench) |
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  ### Experimental Results