Voyage ai tengyu ma
Voyage ai tengyu ma. May 14, 2024 · Tengyu Ma is CEO and Co-Founder of Voyage AI and an assistant professor of computer science at Stanford University. An explanation about embedding similarity can be found here. After Tengyu Ma spent years at Stanford researching AI optimization, embedding models, and transformers, he took a break from academia to start Voyage AI which allows enterprise customers to have the most accurate retrieval possible through the most usef Tengyu Ma’s Post Tengyu Ma Assist. tengyuma. Research Scientist FAIR Meta - Cited by 71 - Computer Vision - Perception - Multimodality - Research & Infra Mix About the Authors. 🆕📢 Voyage AI's new embedding model for legal and long-context retrieval and RAG: voyage-law-2! 1. Joined ; November 2016 May 23, 2023 · Given the massive cost of language model pre-training, a non-trivial improvement of the optimization algorithm would lead to a material reduction on the time and cost of training. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep) reinforcement learning, pre-training / foundation models, robustness, non-convex optimization, distributed optimization, and high Stanford University - Cited by 21,909 - Machine Learning - Deep Learning Theory - Machine Learning Theory 📢 Introducing Voyage AI Founded by a talented team of leading AI researchers and me 🚀🚀. Tengyu Ma comes to the department from Princeton University where he received a Ph. He received his PhD and MA in Computer Science from Princeton University, and both a BS in Computer Science and a BA in Mathematics from the University of Virginia. OpenAI & Cohere… AI-powered developer platform Available add-ons. Find company research, competitor information, contact details & financial data for Voyage AI Innovations, Inc. May 14, 2024 · About the Authors. 0 and can be seamlessly integrated with other components of RAG and search stack. Working on machine 本科毕业于清华姚班，博士毕业于普林斯顿大学，如今年仅31岁的马腾宇，作为 ai 学界的一颗新星正冉冉升起。 马腾宇目前担任斯坦福大学助理教授，其主要研究兴趣为机器学习和算法方面的研究，课题包括非凸优化、深… Sep 6, 2024 · VOYAGE AI INNOVATIONS, INC. Recent Posts. in Computer Science advised by Sanjeev Arora. g. Get the latest business insights from Dun & Bradstreet. His research interests include non-convex Sr. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep May 14, 2024 · Learn more about Voyage AI and follow them on X (Twitter) or LinkedIn for updates! About the Authors. aws/45lXqe8 Discover & deploy Voyage AI's state-of-the-art embedding models with #AmazonSageMaker JumpStart to accelerate the #generativeAI journey. at Stanford; Co-founder and CEO of Voyage AI; Working on AI / ML / LLMs 🆕📢 Voyage AI's new embedding model for legal and long-context retrieval Voyage AI is hiring software engineers, research engineers, and sale engineers (or product advocates). And you may want to take a closer look at Voyage AI, a new start-up by Tengyu Ma and his crew. Advanced Security. Jun 6, 2024 · No Priors Ep. Assistant Professor at Stanford University. The basic issue is that LLM's have a maximum context length (typically a few 1000 tokens). First, I will briefly state my view on the comparison between RAG and other competing paradigms such as finetuning and long-context L Voyage reranker endpoint is now generally available. Voyage AI is an elite team of AI experts and innovators, founded by Stanford Tengyu Ma’s Post Tengyu Ma //go. Ma’s work seeks to develop efficient algorithms with provable guarantees for machine learning problems. We also offer custom Voyage AI, founded by Tengyu Ma and a team of leading researchers, is taking care of this. Tengyu Ma Award-winning researcher and Assistant Professor at Stanford University. Aug 3, 2024 · Learn more about Voyage AI and follow them on X (Twitter) or LinkedIn for updates! About the Authors. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep) reinforcement learning, pre-training / foundation models, robustness, non-convex optimization, distributed optimization, and high 普林斯顿大学的 Ryan Beckett 和马腾宇 (Tengyu Ma) 获得 2018 ACM 博士论文奖荣誉奖 (Honorable Mentions)。 从左到右分别是：Chelsea Finn，Ryan Beckett 和马腾宇。 ACM 博士学位论文奖每年向计算机科学与工程领域的最佳博士论文作者颁发一次。 Tengyu Ma’s Post Tengyu Ma //go. If you Sep 24, 2020 · Tengyu Ma. Congrats Tengyu Ma, Voyage AI on the public launch! 📢 Introducing Voyage AI Founded by a talented team of leading AI researchers and me 🚀🚀. Tengyu Ma's research interests broadly include topics in machine learning and algorithms, such as non-convex optimization, deep learning and its theory, reinforcement learning, representation learning, distributed optimization, and high-dimensional statistics. Voyage AI embeddings are normalized to length 1, which means that: Cosine similarity is equivalent to dot-product similarity, while the latter can be computed more quickly. Today, we’re releasing a new state-of-the-art embedding model and API, which already beats public models, like OpenAI’s text embeddings, with more to come soon. Our first general-purpose reranker, rerank-lite-1 , consistently outperforms bge-rerank-large and Cohere’s rerank-english-v2. 🥇 #1 on MTEB legal retrieval benchmark with a large margin 2. Officially #1 embedding on @huggingface MTEB leaderboard, ahead of OpenAI ada & Cohere new v3 😜. 67 | With Voyage AI Co-Founder and CEO. Tengyu Ma is currently a fourth year graduate student at Princeton University, advised by Professor Sanjeev Arora. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep) reinforcement learning, pre-training / foundation models, robustness, non-convex optimization 🆕📢 Checkout Voyage AI (during @OpenAI 's drama 👀) 1. You can use Voyage embeddings with either dot-product similarity, cosine similarity, or Euclidean distance. of Stanford, CA. Tengyu Ma Assistant professor at Stanford; Co-founder of Voyage AI; Working on AI / ML / LLMs About Voyage AI. Tengyu Ma tengyuma Follow. Award-winning researcher and Assistant Professor at Stanford University. Voyage has assembled a world-class AI research team that has developed novel techniques that enable embeddings to better capture the nuances of specialized text in the same way as domain experts. in/g3_wXHqH) 2 Tengyu Ma is an Assistant Professor of Computer Science and Statistics at Stanford University. 🔼 +17% accuracy gain on 11 code datasets vs. Get Stanford HAI updates delivered directly to your inbox. Oct 29, 2023 · TL;DR – Voyage is a team of leading AI researchers, dedicated to enabling teams to build better RAG applications. Posted on September 24, 2020 Search. Tengyu Ma is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Mar 20, 2024 · *Voyage AI* is the newest giant in the embedding, reranking, and search model game! I am SUPER excited to publish our latest Weaviate podcast with Tengyu Ma, Co-Founder of Voyage AI and Assistant Professor at Stanford University! We began the podcast with a deep dive into everything embedding model training and contrastive learning theory. , better than OpenAI 😜). Tengyu Ma is CEO and Co-Founder of Voyage AI and an assistant professor of computer science at Stanford University. Tengyu Ma, based in Palo Alto, CA, US, is currently a Co-Founder and CEO at Voyage AI, bringing experience from previous roles at Stanford University, Google, Facebook and Princeton University. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep) reinforcement learning, pre-training / foundation models, robustness, non-convex optimization, distributed optimization, and high Voyage AI is the newest giant in the embedding, reranking, and search model game! I am SUPER excited to publish our latest Weaviate podcast with Tengyu Ma, Co-Founder of Voyage AI and Assistant Professor at Stanford University! We began the podcast with a deep dive into everything embedding model…. After Tengyu Ma spent years at Stanford researching AI optimization, embedding models, and transformers, he took a break from academia Jul 31, 2024 · Voyage AI, led by Stanford professor Tengyu Ma, is a leading developer of customized embedding models and LLM retrieval infrastructure. Congratulations to Stanford AI Lab PhD student Dora Zhao for an ICML 2024 Best Paper Award! voyage-{law, finance, code, multilingual}-2, rerank-1, and voyage-large-2-instruct Vectorize your data to gear up your AI stack Voyage AI builds embedding models, customized for your domain and company, for better retrieval quality. Tengyu Ma Assistant professor at Stanford; Co-founder of Voyage AI; Working on AI / ML Tengyu Ma Stanford University, Stanford University Visiting Scientist, Facebook AI Research. @stanford: Currently teaching. prof. is a California Stock Corporation - Out Of State - Stock filed on August 7, 2023. sum of squares hierarchy), and high-dimensional statistics. D. We build state-of-the-art embedding models (e. 📜 Best quality for long Sep 18, 2024 · Retrieval-augmented generation is the predominant way to ingest proprietary unstructured data into generative AI systems. Tengyu joins Sarah on th… Voyage AI is the newest giant in the embedding, reranking, and search model game! I am SUPER excited to publish our latest Weaviate podcast with Tengyu Ma, Co-Founder of Voyage AI and Assistant Professor at Stanford University! We began the podcast with a deep dive into everything embedding model training and contrastive learning theory. Operator of a technology company intended to build embedding models to redefine AI applications. edu Voyage AI is the newest giant in the embedding, reranking, and search model game! I am SUPER excited to publish our latest Weaviate podcast with Tengyu Ma, C Oct 30, 2023 · Voyage is a team of leading AI researchers, dedicated to enabling teams to build better RAG applications. Advantages & Risks. Affiliated with Stanford NLP group, Stanford AI lab, Stanford ML group and Best paper awards in NeurIPS and COLT. g 🆕📢 Voyage AI's new embedding model for legal and long-context retrieval and RAG: voyage-law-2! 1. His research interests broadly include topics in machine learning and algorithms, such as non-convex optimization, deep learning and its theory, reinforcement learning, representation learning, distributed optimization, convex relaxation (e. The company aims to help every developer team build and improve the retrieval systems that power their intelligent applications, it also develops and offers cutting-edge embedding models and rerankers that demonstrate state-of-the-art retrieval accuracy Assistant professor at Stanford; Co-founder of Voyage AI; Working on AI / ML / LLMs 1mo Report this post OpenAI's embedding v3 were out 🎉! Tengyu Ma looks like your screenshot of MTEB is And you may want to take a closer look at Voyage AI, a new start-up by Tengyu Ma and his crew. Founder Tengyu Ma is a Stanford ML domain Jun 6, 2024 · Descubre y escucha este título en Audible. With a joint appointment in Computer Science at Stanford, his research interests include topics in machine learning and algorithms, such as nonconvex optimization, deep learning and its theory, reinforcement Newsletter Sign Up. Tengyu Ma. Jun 1, 2024 · View Tengyu Ma’s profile on LinkedIn, a professional community of 1 billion members. Don’t miss out. voyage-{law, finance, code, multilingual}-2, rerank-1, and voyage-large-2-instruct Vectorize your data to gear up your AI stack Voyage AI builds embedding models, customized for your domain and company, for better retrieval quality. 🥇 #1 on MTEB legal retrieval benchmark with a large margin (https://lnkd. Tengyu Ma’s dissertation, "Non-convex Optimization for Machine Learning: Design, Analysis, and Understanding,” develops novel theory to support new trends in machine learning Tengyu Ma (Assistant Professor) Manage my profile. … Voyage AI General Information Description. The company's filing status is listed as Active and its File Number is 5851832 . Sloan Foundation (2021) • NIPS Best Student Paper Award, NIPS (2016) Dr. Voyage AI (https://www. CS 191: Senior Project (Autumn, Winter, Spring) Tengyu Ma Assistant professor at Stanford; Co-founder of Voyage AI; Working on AI / ML / LLMs Voyage AI is an elite team of AI experts and innovators founded by Stanford professors and Jun 6, 2024 · After Tengyu Ma spent years at Stanford researching AI optimization, embedding models, and transformers, he took a break from academia to start Voyage AI which allows enterprise customers to have the most accurate retrieval possible through the most useful foundational data. stanford. Tengyu's work brings together techniques from theoretical computer science, applied mathematics, statistics, probability, and information theory to answer the twin questions of how to design successful nonlinear models and efficiently optimize nonconvex training functions for those models. Adam and its variants have been state-of-the-art for years, and more sophisticated second-order (Hessian-based) optimizers often incur too much per-step overhead. The Registered Agent on file for this company is Tengyu Ma and is located at 363 Olmsted Road, Stanford, CA 94305. 🥇 #1 on MTEB legal retrieval benchmark with a… Assistant Professor of Computer Science Assistant Professor of Statistics. Tengyu Ma holds a 2012 - 2017 Doctor of Philosophy (PhD) in Computer Science @ Princeton University. He received the Simons Award for Graduate Students in Theoretical Computer Science in 2014, and an IBM PhD Fellowship in 2015. Tengyu Ma Assistant Professor of Computer Science Bio ACADEMIC APPOINTMENTS • Assistant Professor, Computer Science • Member, Bio-X • Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI) HONORS AND AWARDS • Sloan Research Fellowships, Alfred P. voyageai The key decision maker here is whether clients are able to train the model that beats Voyage. com. See full list on ai. "𝘞𝘦 𝘵𝘩𝘪𝘯𝘬 𝘦𝘮𝘣𝘦𝘥𝘥𝘪𝘯𝘨𝘴 𝘢𝘳𝘦 𝘢𝘯 After Tengyu Ma spent years at Stanford researching AI optimization, embedding models, and transformers, he took a break from academia to start Voyage AI which allows enterprise customers to have the most accurate retrieval possible through the most useful foundational data. His research interests broadly include topics in machine learning, algorithms and their theory, such as deep learning, (deep Jun 6, 2024 · After Tengyu Ma spent years at Stanford researching AI optimization, embedding models, and transformers, he took a break from academia to start Voyage AI which allows enterprise customers to have the most accurate retrieval possible through the most useful foundational data. In this paper, we propose Sophia, Second-order May 14, 2024 · About the Authors. His undergraduate studies were at Tsinghua University. See here for details. 🆕📢 Voyage AI's new embedding models: voyage-2 & voyage-code-2! 1. 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