Code-focused language models are trained on billions of lines of code across dozens of programming languages. OpenAI Codex and DeepSeek Coder lead in multilingual code completion and generation tasks, while AlphaCode 2 has demonstrated competitive-programming-level problem solving. StarCoder2 and Code Llama represent the open-source side of the space, enabling fine-tuning and private deployment for enterprise engineering teams.
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