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cover of episode Mistral Drops New AI Models for Laptops and Phones "Les Ministraux

Mistral Drops New AI Models for Laptops and Phones "Les Ministraux

2025/2/9
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Lex Fridman Podcast of AI

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无名: Mistral AI发布了专为电脑和手机等边缘设备设计的模型“Les Ministraux”,这是一个非常令人兴奋的进展。这个新模型家族被称为“Ministro”,可以用于多种用途,包括基础文本生成。开发者可以将小型精调模型与更强大的模型结合使用,以提高效率、速度和灵活性。这些模型可以在手机上直接运行,从而保护隐私和安全。Ministral 3B和8B模型都具有128,000个token的上下文窗口,对于大多数使用情况来说已经足够大。这些模型旨在为本地隐私推断提供高效且低延迟的解决方案,适用于各种应用场景,例如设备上的翻译和智能互联网辅助。即使在没有网络连接的情况下,这些模型也能提供帮助。此外,Ministral模型旨在提供高效的计算能力和低延迟,适用于各种应用,包括军事应用。Mistral在博客文章中用忍者神龟的梗图来展示其模型的发展历程,非常有趣。Mistral在过去一年中取得了显著进展,并且Ministral 8B可以免费下载用于研究目的。Ministral 8B和3B模型可用于开发和部署,但商业用途需要联系Mistral获取许可。开发者可以通过Mistral的云平台La Platform使用这些模型,未来还将在其他云平台上提供。Ministral 8B的成本约为每百万输出10美分,Ministral 3B的成本约为每百万输出4美分,定价非常具有竞争力。目前的趋势是开发更小、更便宜、更快的模型,谷歌、微软和Lama都在这方面有所行动。Mistral声称其3B和8B模型在多个AI基准测试中优于Lama、Gemini和Mistral 7B。Mistral是一家非常创新的公司,最近融资6.4亿美元,并为开发者提供免费试用版,还推出了新的服务和SDK。Mistral是一家有远大抱负的公司,我将继续关注它的发展。

Deep Dive

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Mistral AI has released its first models designed to run on edge devices. The models, Ministral 3B and Ministral 8B, offer a 128,000-token context window, enabling processing of documents equivalent to a 50-page book. This development is exciting for developers and users alike due to increased efficiency and privacy.
  • Mistral AI releases new AI models for edge devices (laptops and phones)
  • Models: Ministral 3B and Ministral 8B
  • 128,000-token context window (equivalent to a 50-page book)
  • Focus on efficiency and privacy

Shownotes Transcript

AI startup Mistral has launched its newest AI models, "Les Ministraux," designed to run on edge devices like laptops and phones. The two available versions, Ministral 3B and Ministral 8B, have a 128,000-token context window, capable of processing the equivalent of a 50-page book.

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