DeepSeek understands context beyond keywords
Natural language processing improves search results
Deep analysis unlocking hidden web knowledge
Use DeepSeeks DeepSeek-V3 CapabilitiesDeepSeek-V3 achieves a significant breakthrough in inference speed over previous models. It tops the leaderboard among open-source models and rivals the most advanced closed-source models globally.
Benchmark (Metric) DeepSeek V3 DeepSeek V2.5 Qwen2.5 Llama3.1 Claude-3.5 GPT-4o Architecture MoE MoE Dense Dense - - # Activated Params 37B 21B 72B 405B - - # Total Params 671B 236B 72B 405B - - MMLU (EM) 88.5 80.6 85.3 88.6 88.3 87.2 MMLU-Redux (EM) 89.1 80.3 85.6 86.2 88.9 88.0 MMLU-Pro (EM) 75.9 66.2 71.6 73.3 78.0 72.6 DROP (3-shot F1) 91.6 87.8 76.7 88.7 88.3 83.7 IF-Eval (Prompt Strict) 86.1 80.6 84.1 86.0 86.5 84.3 GPOA-Diamond (Pass@1) 59.1 41.3 49.0 51.1 65.0 49.9 SimpleQA (Correct) 24.9 10.2 9.1 17.1 28.4 38.2 FRAMES (Acc) 72.3 65.4 69.8 70.0 73.5 80.5