DeepSeek-Coder: Open-source, project-aware code models with SOTA performance and massive context.
DeepSeek-Coder is an open-source code language model series from DeepSeek-AI, trained from scratch on 2T tokens (87% code, 13% natural language in English and Chinese) that delivers state-of-the-art performance on coding benchmarks like HumanEval, MultiPL-E, MBPP, DS-1000, and APPS, supports project-level code completion and infilling with a 16K context window (extended to 128K in V2), covers 86+ programming languages (up to 338 in V2), and is available in multiple sizes from 1B to 33B parameters plus a Mixture-of-Experts V2 comparable to GPT-4-Turbo in coding and math tasks.
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