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DeepSeek-V3-0324

V3 post-training upgrade (March 24, 2025); enhanced reasoning via RL (GRPO); outperforms GPT-4.5 on math and coding

Deepseek
Released March 24, 2025, DeepSeek-V3-0324 was a significant mid-cycle upgrade that improved post-training methodology while maintaining the original V3 base model. Incorporating reinforcement learning techniques pioneered in DeepSeek-R1, the model achieved better reasoning performance, substantially improved coding skills, and superior tool-use capabilities. On mathematical and coding evaluations, V3-0324 demonstrated performance exceeding GPT-4.5, validating the importance of advanced post-training methodologies. Despite being labeled a 'minor upgrade' by DeepSeek, the practical performance improvements were substantial, making V3-0324 the preferred V3 variant for most applications.

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