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动脉网APP
可切换为仅中文
SAN FRANCISCO, June 13, 2024 (GLOBE NEWSWIRE) -- Gretel, the global leader in synthetic data generation, today announced the general availability of Gretel Navigator, the agent-based, compound generative AI system built to automate data creation and curation processes for AI development. With simple natural language or SQL prompts, Gretel Navigator enables users to create, edit, and augment tabular data, and design realistic, high-quality test and training datasets from scratch.
旧金山,2024年6月13日(环球通讯社)--合成数据生成领域的全球领导者Gretel今天宣布,Gretel Navigator将全面上市,这是一种基于代理的复合生成人工智能系统,旨在自动化人工智能开发的数据创建和管理过程。通过简单的自然语言或SQL提示,Gretel Navigator使用户能够创建、编辑和扩充表格数据,并从头开始设计逼真、高质量的测试和训练数据集。
Developers can also leverage existing datasets to generate insight-rich synthetic data on demand. 'Whether you're building a retrieval-augmented generation (RAG) system, training a foundation model, or fine-tuning an LLM for a specific task, high-quality data is the single most important ingredient for success,' said Ali Golshan, Co-founder and CEO at Gretel.
开发人员还可以利用现有数据集按需生成富含洞察力的合成数据。”Gretel联合创始人兼首席执行官阿里·戈尔山(AliGolshan)说,无论是构建检索增强生成(RAG)系统、培训基础模型,还是为特定任务微调LLM,高质量的数据都是取得成功的最重要因素。
'But the status quo for acquiring that data is broken. Scraping the web leads to inconsistent quality, and de-identifying private data does not offer adequate protections. Meanwhile, manual data labeling is time-consuming and costly, translating into weeks and months of data preparation before the real work can even begin.' Gretel Navigator addresses traditional challenges with data acquisition head-on by enabling developers to generate customizable, realistic synthetic datasets that mimic real-world patterns without compromising individual privacy.
但获取这些数据的现状已被打破。删除网页会导致质量不一致,并且取消识别私人数据并不能提供足够的保护。与此同时,手动标记数据既费时又费钱,这意味着在真正的工作开始之前需要数周甚至数月的数据准备工作。”Gretel Navigator通过使开发人员能够生成可定制的、逼真的合成数据集,从而在不损害个人隐私的情况下模拟现实世界的模式,从而正面解决了数据采集的传统挑战。
Navigator supports a wide range of data formats, modalities, and context-specific optimizations to streamline workflows and expedite AI projects. 'With Navigator, developers can design the data they need 10x faster than manual curation techniques,' said Alex Watson, Co-founder and CPO at Gretel. 'Developers can go from zero to model-ready data products in a matter of hours.
Navigator支持多种数据格式、模式和特定于上下文的优化,以简化工作流程并加快AI项目的进度。”Gretel联合创始人兼CPO亚历克斯·沃森(AlexWatson)说,有了Navigator,开发人员可以比手动管理技术更快10倍地设计所需的数据开发人员可以在几个小时内从零开始创建模型就绪的数据产品。
Navigator puts them.
Navigator放置它们。