API Platform How to Use License Paper Link 👁️ DeepSeek Coder V2: Breaking the Barrier of Closed Source Models in Code Intelligence 1. Introduction We present DeepSeek Coder V2, an open source Mixture of Experts (MoE) code language model that achieves performance comparable to GPT4 Turbo in code specific tasks. Specifically, DeepSeek Coder V2 is further pre trained from an intermediate checkpoint of DeepSeek V2 with additional 6 trillion tokens. Through this continued pre training, DeepSeek Coder V2 substantially enhances the coding and mathematical reasoning capabilities of DeepSeek V2, while maintaining comparable performance in general language tasks. Compared to DeepSeek Coder 33B, DeepSeek Coder V2 demonstrates significant advancements in various aspects of code related tasks, as well as reasoning and general capabilities. Additionally, DeepSeek Coder V2 expands its support for programming languages from 86 to 338, while extending the context length from 16K to 128K. In standard benchmark evaluations, DeepSeek Coder V2 achieves superior performance compared to closed source models such as GPT4 Turbo, Claude 3 Opus, and Gemini 1.5 Pro in coding and math benchmarks. The list of…
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