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- **Sandbox fine-tuning** to specifically strengthen **multi-step reasoning**, **algorithm design**, and **competitive programming** capabilities.
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- Maintains **long-context handling** up to 32K tokens, enabling it to reason over extended problem descriptions and large input-output examples.
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## Requirements
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You will need to install the latest versions of `transformers` and `accelerate`:
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- **Sandbox fine-tuning** to specifically strengthen **multi-step reasoning**, **algorithm design**, and **competitive programming** capabilities.
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- Maintains **long-context handling** up to 32K tokens, enabling it to reason over extended problem descriptions and large input-output examples.
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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 | Type | Length | Download |
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|---------------------------------------------------------|----------|--------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| Seed-Coder-8B-Base | base | 32k | 🤗 [Hugging Face](https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Base) |
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| Seed-Coder-8B-Instruct | instruct | 32k | 🤗 [Hugging Face](https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Instruct) |
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| Seed-Coder-8B-Reasoning | reasoning | 32k | 🤗 [Hugging Face](https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Reasoning) |
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## Requirements
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You will need to install the latest versions of `transformers` and `accelerate`:
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