Lepton AI
Founded Year
2023Stage
Acquired | AcquiredTotal Raised
$11MAbout Lepton AI
Lepton AI focuses on AI model deployment and cloud-native infrastructure within the AI industry. The company provides services including reliability in deployment, development environments, and support for job processing and collaborative workflows. Lepton AI serves sectors that require AI model deployment and inference. It was founded in 2023 and is based in Cupertino, California. In April 2025, Lepton AI was acquired by NVIDIA.
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Research containing Lepton AI
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned Lepton AI in 1 CB Insights research brief, most recently on Apr 11, 2025.
Expert Collections containing Lepton AI
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
Lepton AI is included in 2 Expert Collections, including Artificial Intelligence.
Artificial Intelligence
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Generative AI
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Companies working on generative AI applications and infrastructure.
Latest Lepton AI News
Jul 31, 2025
95后青岛AI博士把公司30亿卖给英伟达黄仁勋 CentML由“95后”华人博士王尚（右一）与其导师纳季·佩基门科教授（右二）共同创立，这一交易不仅体现出AI技术的巨大市场价值，更揭示了全球科技巨头对顶尖AI人才的迫切渴求。 随着生成式AI、算力基础设施和模型优化技术的飞跃发展，年轻一代科研人员正成为引领技术突破的中坚力量。王尚的快速崛起，正是这一趋势的缩影。Meta首席执行官马克·扎克伯格甚至曾明确将“30岁以下的AI专家”列入其重点猎才名单，反映出年轻AI精英在当代科技叙事中所扮演的关键角色。这不仅关乎技术，更关乎未来创新主导权的归属。 CentML的收购案背后，也体现出一种深层次的战略逻辑：企业不再仅仅通过并购获取市场份额，而是直接锁定团队和人才本身，将其知识产权与研发能力内化为核心竞争力。在人工智能这样一个人才密集型行业，顶尖工程师和研究者的价值，有时甚至超越了传统意义上的资本或技术资产。 从青岛少年到硅谷战场 CentML的技术核心是Hidet编译器，一个专门为AI模型与底层硬件之间“翻译”而生的优化平台。它可以自动融合操作符、调整调度策略，并通过CUDA Graph技术释放GPU潜能。测试数据显示，Hidet最高可将AI推理速度提升至原有的8倍，大幅减少计算资源消耗。这项源于多伦多大学与AWS合作的研究成果，后来与PyTorch 2.0深度集成，成为AI基础设施优化的重要突破。 CentML在融资节奏上同样堪称范例：2023年3月完成350万美元Pre-seed轮融资，同年10月迅速获得2700万美元种子轮融资，估值一跃至1亿美元，英伟达就是主要投资者之一。短短一年间，CentML便从学术项目成长为估值亿级的明星初创企业，最终以超4亿美元高价被英伟达收购。值得注意的是，王尚曾在英伟达工作，又接受英伟达的早期投资，最终再度“回归”英伟达体系，这种“回旋镖式”的收购，正说明了科技巨头在全球范围内的前瞻性人才布局战略。 英伟达的“人才收割机” 这种“以才为本”的战略并非孤例。在过去一年，英伟达连续收购多家AI公司，几乎每一笔交易都与顶级AI人才直接相关。例如，收购Nexusflow的核心动因，是获得焦剑涛与朱邦华两位华人AI专家所领导的团队。Nexusflow虽然成立仅一年，却因推出自研大模型Athene-V2而迅速崭露头角。 同样被英伟达纳入麾下的LeptonAI，由“Caffe之父”、前阿里副总裁贾扬清创立，为其AI云解决方案和GPU调度系统提供关键技术支撑。此外，MIT著名学者韩松也被英伟达吸收，其“深度压缩”算法和模型量化研究，为英伟达的TensorRT-LLM系统提供了重要优化能力。 英伟达的收购清单远不止于此。
Lepton AI Frequently Asked Questions (FAQ)
When was Lepton AI founded?
Lepton AI was founded in 2023.
Where is Lepton AI's headquarters?
Lepton AI's headquarters is located at 20863 Stevens Creek Boulevard, Cupertino.
What is Lepton AI's latest funding round?
Lepton AI's latest funding round is Acquired.
How much did Lepton AI raise?
Lepton AI raised a total of $11M.
Who are the investors of Lepton AI?
Investors of Lepton AI include NVIDIA, HongShan, Fusion Fund and Charles River Ventures.
Who are Lepton AI's competitors?
Competitors of Lepton AI include Baseten and 5 more.
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Compare Lepton AI to Competitors
Fireworks AI specializes in generative artificial intelligence platform services, focusing on inference and model fine-tuning within the artificial intelligence sector. The company offers an inference engine for building production-ready AI systems and provides a serverless deployment model for generative AI applications. It serves AI startups, digital-native companies, and Fortune 500 enterprises with its AI services. It was founded in 2022 and is based in Redwood City, California.
Moreh focuses on hyperscale artificial intelligence (AI) infrastructure, providing a full-stack infrastructure software platform that integrates PyTorch with graphics processing unit (GPU) support for the development and deployment of large language models (LLMs). The company serves sectors that require advanced AI data center solutions and training and deployment of AI models. It was founded in 2020 and is based in Santa Clara, California.
Baseten engages in the deployment and serving of machine learning models, focusing on infrastructure and tools that support AI applications. The company provides services including deployments for high-scale workloads, model APIs for testing and prototyping, and an inference stack for production environments. Baseten serves various sectors with solutions for generative AI applications, transcription services, text-to-speech, and large language models. It was founded in 2019 and is based in San Francisco, California.
AI Dynamics operates within the artificial intelligence sector and offers a platform called NeoPulse that includes deep learning solutions and a low-code AutoML environment. The company serves sectors such as healthcare, life sciences, and manufacturing, focusing on applications for drug discovery, clinical trials, and industrial automation. AI Dynamics was formerly known as Dimensional Mechanics. It was founded in 2015 and is based in Bellevue, Washington.
Alpaca focuses on the intersection of artificial intelligence and art and operates within the technology and creative industries. The company offers a suite of AI tools designed to assist artists in their creative process, enabling them to generate images, refine concepts, and experiment with style and composition. Alpaca primarily serves the creative industry, particularly artists and designers. It is based in Montreal, Canada.
Xorbits provides Artificial Intelligence (AI) inference platforms within the technology sector. It offers products for resource allocation, model life-cycle management, and resource utilization strategies for AI models. It serves sectors that require inference services, including the technology industry and businesses using AI. It was founded in 2022 and is based in Hangzhou, China.
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