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DeepSeek-R1系列模型性能對比-行業數據

DeepSeek-R1系列模型性能對比
DeepSeek-R1系列模型性能對比
DeepSeek-R1 在繼承了 V3 的創新架構的基礎上，在后訓練階段大規模使用了強化學習技術，自動選擇有價值的數據進行標注和訓練，減少數據標注量和計算資源浪費，并在僅有極少標注數據的情況下，極大提升了模型推理能力。在數學、代碼、自然語言推理等任務上， DeepSeek 在 AIME 2024 測評中上獲得 79.8% 的 pass@1 得分，略微超過 OpenAI-o1；在 MATH-500 上，獲得了 97.3% 的得分，與 OpenAI-o1 性能相當，并且顯著優于其他模型。。
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DeepSeek-R1系列模型性能對比_第1頁
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DeepSeek-R1系列模型性能對比_第2頁
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DeepSeek-R1系列模型性能對比_第3頁
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DeepSeek-R1系列模型性能對比_第4頁
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DeepSeek-R1系列模型性能對比_第5頁
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DeepSeek-R1系列模型性能對比_第6頁
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DeepSeek-R1系列模型性能對比_第7頁
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DeepSeek-R1系列模型性能對比_第8頁
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DeepSeek-R1系列模型性能對比_第9頁
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DeepSeek-R1系列模型性能對比_第10頁
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DeepSeek-R1系列模型性能對比_第11頁
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DeepSeek-R1系列模型性能對比_第12頁
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DeepSeek-R1系列模型性能對比_第13頁
fCDnrpflipvljoLllYYgfCDkupHljoLllYYgfCDovrnnvJjnrpflipvljoLllYYgfCDkupHmnI3liqHljoLllYYgfAp8IC0tLSB8IC0tLSB8IC0tLSB8IC0tLSB8Cnwg5Y2O5Li65LqRIHwg6Zi/6YeM5LqRIHwg54Gr5bGx5byV5pOOIHwgSElLVklTSU9OIHwKfCBVQ2xvdWQgfCDkvJjliLvlvpcgfCBRaW5nQ2xvdWQgfCBFWlZJWuiQpOefsyB8Cnwg6aG6572R56eR5oqAIHwgVGh1bmRlclNvZnQgfCAgfCAgfAp8IGRlZXBzZWVrIHwgIHwgIHwgIHwKCui1hOaWmeadpea6kO+8muawkeeUn+ivgeWIuOeglOeptumZoue7mOWItg==
DeepSeek-R1系列模型性能對比_第14頁
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
DeepSeek-R1系列模型性能對比_第15頁
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
所屬報告： 計算機行業深度研究：為什么DeepSeek最受益方向是云產業鏈-250209（28頁）.pdf
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