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DeepSeek-LLM

General-purpose foundation model; 67B parameters; outperforms LLaMA-2-70B on reasoning and math

Deepseek
Launched in November 2023 shortly after DeepSeek-Coder, DeepSeek-LLM introduced the company's first general-purpose large language model with 67 billion parameters trained on 2 trillion tokens across English and Chinese. Despite being smaller than contemporary competitors, it demonstrated superior performance on reasoning, coding, mathematics, and Chinese comprehension benchmarks compared to LLaMA-2-70B. The model was released as open-source in base and chat variants, reinforcing DeepSeek's commitment to democratized AI development. Its strong performance-to-parameter ratio made it a notable achievement for 2023 and established DeepSeek as a serious contender in the open-source LLM space.

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