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  ## Introduction
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- We introduce **CF-Div2-Stepfun**, a dataset curated to benchmark the competitive programming capabilities of Large Language Models (LLMs). We evaluate our proprietary **Step 3.5 Flash** ([visit website](https://static.stepfun.com/blog/step-3.5-flash/)) alongside several frontier models on this benchmark.
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- The benchmark comprises 53 problems sourced from official CodeForces Division 2 contests held between September 2024 and February 2025. We develop an offline evaluation framework that utilizes a local grading mechanism as an alternative to real-time online submissions.
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  The generated test cases consist of:
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  ## Introduction
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+ We introduce **CF-Div2-Stepfun**, a dataset curated to benchmark the competitive programming capabilities of Large Language Models (LLMs). We evaluate our proprietary [**Step 3.5 Flash**](https://huggingface.co/stepfun-ai/Step-3.5-Flash) alongside several frontier models on this benchmark.
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+ The benchmark comprises 53 problems sourced from official [CodeForces](https://codeforces.com/) Division 2 contests held between September 2024 and February 2025. We develop an offline evaluation framework that utilizes a local grading mechanism as an alternative to real-time online submissions.
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  The generated test cases consist of:
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