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DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models research paper by DeepSeek, 2024

DeepSeek · Reasoning · Feb 5, 2024 · 10,603 citations · 152 upvotes · unverified

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What it shows

DeepSeekMath 7B improves mathematical reasoning through enhanced data pre-training and Group Relative Policy Optimization, achieving high scores on MATH benchmark without external tools.

By Zhihong Shao, Peiyi Wang, Qihao Zhu and 6 more · arXiv 2402.03300 · PDF · Code

UnverifiedHugging Face's summary; not yet checked by hand.

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About this paper
Venue
arXiv.org
Citations
10,603, 3,104 influential · Semantic Scholar
Upvotes
152 · Hugging Face
Lab
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Changes

UpvotesNov 2, 2026Hugging Face upvotes rose from 150 to 152.
CitationsNov 2, 2026Influential citations rose from 2,849 to 3,104.
CitationsNov 2, 2026Citations rose from 9,784 to 10,603.
CitationsOct 12, 2026Influential citations rose from 2,750 to 2,849.
CitationsOct 12, 2026Citations rose from 9,498 to 9,784.
CitationsOct 5, 2026Influential citations rose from 2,597 to 2,750.
CitationsOct 5, 2026Citations rose from 9,044 to 9,498.
CitationsSep 28, 2026Influential citations rose from 2,582 to 2,597.
CitationsSep 28, 2026Citations rose from 8,994 to 9,044.
CitationsSep 25, 2026A first count of 2,582 influential citations.
CitationsSep 25, 2026A first count of 8,994 citations.
New paperSep 25, 2026Found by the weekly Hugging Face scan; not yet checked by hand.