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开源流水线训练Lean 4定理证明器，创下新基准 · 跟踪1个来源

作者 PulseAugur 编辑部 · [6 个来源] ·

Hugging Face发布了Kimina-Prover-RL，这是一个用于Lean 4编程语言中形式定理证明的开源训练流水线。该流水线受DeepSeek-R1启发，并利用Verl库的GRPO强化学习方法，使模型能够生成自然语言推理跟踪，随后生成相应的Lean代码。因此发布了两个模型：AI-MO/Kimina-Prover-RL-1.7B和AI-MO/Kimina-Prover-RL-0.6B，它们都在各自的规模类别中创下了MiniF2F数据集上的新最先进基准。 AI

影响 此次发布提供了一个新的开源工具，用于训练形式定理证明中的AI模型，有望在数学推理和代码生成能力方面取得进展。

排序理由 发布了一个用于形式定理证明的开源训练流水线和两个模型，创下了新基准。

在 Hugging Face Blog 阅读 →

AI 生成摘要 · Google Gemini · 来自 6 个来源。 我们如何撰写摘要 →

开源流水线训练Lean 4定理证明器，创下新基准 · 跟踪1个来源

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发布了一个用于形式定理证明的开源训练流水线和两个模型，创下了新基准。
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6 independent sources
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model release, paper, product
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报道来源 [6]

  1. Hugging Face Blog TIER_1 English(EN) ·

    nemotron-halloween

  2. Hugging Face Blog TIER_1 (SL) ·

    Kimina-Prover-RL

  3. Dwarkesh Patel TIER_1 English(EN) · Lex Clips ·

    OpenAI无法解决的难题 | Lex Fridman

    Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=ZAzWPE9CItg Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv10097-sb See below for guest bio, transcript, links, and to give feedback, submit questions, contact Lex, etc. *GUEST …

  4. Fortune TIER_1 English(EN) · Joshua Hong ·

    Waymo的投资方曾将其估值定为1260亿美元。而其所属的Alphabet部门上季度营收3.72亿美元——亏损20.5亿美元

    Other Bets lost $5.50 for every $1 of revenue in Q3 2026.

  5. Medium — Claude tag TIER_1 English(EN) · Anup Karanjkar ·

    Claude 2.0 推出 Boss Mode：一个聊天即可运行所有其他聊天

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@anup.karanjkar08/claude-2-0-has-a-boss-mode-one-chat-that-runs-all-the-others-76b304dccf08?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1672/1*D1gx_tC8XsRwR5qNEGZNvg…

  6. Medium — Claude tag TIER_1 English(EN) · Josh Dubowsky ·

    Claude Routine 替代了我的周一早间例会

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@JoshDubowsky/the-claude-routine-that-replaced-my-monday-morning-catch-up-0ad360788ef8?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1206/1*Sq6F3ogFOQ6Un3GppLxLBg.jpeg…

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