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@@ -11,21 +11,22 @@ We are thrilled to introduce Seed-Coder, a powerful, transparent, and parameter-
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  - Transparent: We openly share detailed insights into our model-centric data pipeline, including methods for curating GitHub data, commits data, and code-related web data.
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  - Powerful: Seed-Coder achieves state-of-the-art performance among open-source models of comparable size across a diverse range of coding tasks.
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  ## Highlight
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- **Seed-Coder-8B-Base** is an 8-billion-parameter foundation model tailored for code understanding and generation. It is designed to provide developers with a powerful, general-purpose code model capable of handling a wide range of coding tasks. It features:
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- - Pretrained on a **massively curated corpus**, filtered using **LLM-based techniques** to ensure high-quality real-world code, resulting in cleaner and more effective learning signals.
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- - Excels at **code completion** and supports **Fill-in-the-Middle (FIM)** tasks, enabling it to predict missing code spans given partial contexts.
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- - Robust performance across **various programming languages** and **code reasoning scenarios**, making it ideal for downstream finetuning or direct use in code generation systems.
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- - **Long-context support** up to 32K tokens, enabling it to handle large codebases, multi-file projects, and extended editing tasks.
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  Seed-Coder-8B-Base serves as the foundation for Seed-Coder-8B-Instruct and Seed-Coder-8B-reasoning.
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- <p align="center">
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- <img width="100%" src="imgs/seed-coder_intro_performance.jpg">
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- </p>
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  ## Model Downloads
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  | Model Name | Length | Download | Notes |
 
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  - Transparent: We openly share detailed insights into our model-centric data pipeline, including methods for curating GitHub data, commits data, and code-related web data.
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  - Powerful: Seed-Coder achieves state-of-the-art performance among open-source models of comparable size across a diverse range of coding tasks.
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+ <p align="center">
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+ <img width="100%" src="imgs/seed-coder_intro_performance.jpg">
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+ </p>
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  ## Highlight
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+ Seed-Coder-8B-Base is an 8-billion-parameter foundation model tailored for code understanding and generation. It is designed to provide developers with a powerful, general-purpose code model capable of handling a wide range of coding tasks. It features:
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+ - Pretrained on a massively curated corpus, filtered using **LLM-based techniques** to ensure high-quality real-world code, resulting in cleaner and more effective learning signals.
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+ - Excels at code completion and supports Fill-in-the-Middle (FIM) tasks, enabling it to predict missing code spans given partial contexts.
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+ - Robust performance across various programming languages, making it ideal for downstream finetuning or direct use in code generation systems.
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+ - Long-context support up to 32K tokens, enabling it to handle large codebases, multi-file projects, and extended editing tasks.
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  Seed-Coder-8B-Base serves as the foundation for Seed-Coder-8B-Instruct and Seed-Coder-8B-reasoning.
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+
 
 
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  ## Model Downloads
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  | Model Name | Length | Download | Notes |