How Uber Uses GPT
9 engineering articles about GPT from Uber's engineering team
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uReview is an AI code review platform developed by Uber to enhance the code review process by providing timely, high-quality feedback.
The article discusses how Uber has advanced its invoice document processing by implementing a GenAI-powered automation system.
This article discusses how Uber enhances personalized CRM communication using contextual bandit strategies, particularly focusing on the application of AI/ML techniques to optimize email content.
LJ (Lin) He, Yifeng Wu, Gaurav Jindal
13 min read
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The article discusses how Uber optimizes the training of Large Language Models (LLMs) using both open-source and in-house models.
ApacheApache KafkaApache SparkCometDockerGoogle CloudGPTGPT-4Hugging FaceKubernetesMistralPyTorchSQLTransformers
Bo Ling, Jiapei Huang, Baojun Liu, Chongxiao Cao, Anant Vyas, Peng Zhang
11 min read
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The article discusses QueryGPT, a tool developed by Uber that converts natural language prompts into SQL queries using generative AI.
Jeffrey Johnson, Callie Busch, Abhi Khune, Pradeep Chakka
14 min read
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The article discusses Uber's GenAI Gateway, a unified platform designed to streamline the integration of Large Language Models (LLMs) across various teams within the company.
Tse-Chi Wang, Roopansh Bansal
15 min read
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The article discusses DragonCrawl, a generative AI system developed by Uber to enhance mobile testing by mimicking human-like interactions with applications.
Juan Marcano, Mengdie Zhang, Ali Zamani, Anam Hira
18 min read
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Ludwig version 0. 3 introduces significant enhancements, including hyperparameter optimization, support for Transformers, and integration with TensorFlow 2.
Kerri Brown, Piero Molino, Yaroslav Dudin
10 min read
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The article discusses the Plug and Play Language Model (PPLM), a novel approach to controlled text generation that allows users to steer large, pre-trained language models without the need for retr...
Rosanne Liu, Sumanth Dathathri, Andrea Madotto, Piero Molino, Jason Yosinski
19 min read
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