CTG: How Diffusion Models Are Enhancing Controllable Text Generation (9/7)
CTG
AI and analytics revolutionizing industries have led to the rise of a new market: the buying and selling data, making it a powerful currency. the global data market is projected to surpass $220 billion by 2030. This immense value drives both innovation and competition as companies seek to harness the power of data for growth. […]
Recently, Retrieval Augmented Generation (RAG) models have gained significant attention in the AI field. RAG generates responses to questions by retrieving relevant information from an external database, then synthesizing it into natural language. This model is particularly effective for unstructured text data, like QA datasets, and many studies demonstrate its success in these areas. However, […]
Custom AI Data 1. Introduction The DTS (Data Transform System) is a cutting-edge solution designed to address the significant challenges associated with utilizing sensitive data in AI development and data analysis. By generating secure synthetic data, DTS allows organizations to maintain the utility of their original datasets without compromising on security or privacy. 2. Addressing […]
The Advantages of Tabular LLMs in Real-World Scenarios
Concerned About Sensitive Data in Your Language Model? Are you looking to build your own custom language model but concerned about the sensitive data within your companyβs dataset? Youβre not alone. Many companies face this challenge with making their own LLM(Large Language Models). While your data is one of your most valuable assets, the risk […]
In the ever evolving world of artificial intelligence (AI), data is hailed as the new oil, fueling AI development and innovation. The AI dataset repository lies at the heart of this data-driven revolution. This blog explores why AI dataset repositories are so crucial, how they contribute to the progress of AI technologies, and the impact […]
Synthetic Data and Marketplace AI technology is advancing rapidly, and as a result, the importance of data for training AI models is becoming increasingly emphasized. AI Training Data is a crucial factor that determines the performance of these models, making it essential to acquire as much high-quality data as possible. AI Training Data includes Machine […]
Secure Data Marketplace: AZOO 1. Introduction As AI, especially deep learning, continues to advance, the demand for data is higher than ever and is expected to rise even further in the future. However, the availability of data is limited, making it increasingly difficult to meet the growing demand with real data alone. This is particularly […]