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@@ -17,7 +17,7 @@ We are thrilled to introduce Seed-Coder, a powerful, transparent, and parameter-
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  <img width="100%" src="imgs/seed-coder_intro_performance.jpg">
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  </p>
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- This repo contains Seed-Coder-8B-Base model, which has the following features:
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  - Type: Causal Language Models
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  - Data source: Public Dataset
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  - Training Stage: Pretraining & Post-training
@@ -27,8 +27,7 @@ This repo contains Seed-Coder-8B-Base model, which has the following features:
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  ## Highlight
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  **Seed-Coder-8B-Reasoning** is an 8-billion-parameter model further optimized for **code reasoning**, **problem-solving**, and **algorithmic thinking** tasks.
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- - Trained on a **massively curated corpus**, filtered using an **LLM-based method** to ensure high-quality real-world code, text-code alignment, and synthetic datasets.
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- - **Sandbox fine-tuning** to specifically strengthen **multi-step reasoning**, **algorithm design**, and **competitive programming** capabilities.
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  <img width="100%" src="imgs/seed-coder_intro_performance.jpg">
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  </p>
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+ This repo contains Seed-Coder-8B-Reasoning model, which has the following features:
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  - Type: Causal Language Models
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  - Data source: Public Dataset
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  - Training Stage: Pretraining & Post-training
 
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  ## Highlight
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  **Seed-Coder-8B-Reasoning** is an 8-billion-parameter model further optimized for **code reasoning**, **problem-solving**, and **algorithmic thinking** tasks.
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+ - **Reinforcement Learning** to specifically strengthen **multi-step reasoning**, **algorithm design**, and **competitive programming** capabilities.
 
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