​[[{“value”:” Text-to-SQL conversion is a vital aspect of Natural Language Processing (NLP) that enables users to query databases using everyday language rather than technical SQL commands. This process is highly significant as it allows individuals to interact with complex databases seamlessly, regardless of their technical… Read More »MAG-SQL: A Multi-Agent Generative Approach Achieving 61% Accuracy on BIRD Dataset Using GPT-4 for Enhanced Text-to-SQL Query Refinement Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Achieving high-fidelity waveform generation in audio synthesis is a significant challenge, particularly due to the slow inference times associated with traditional models like Conditional Flow Matching (CFM), which require numerous Ordinary Differential Equation (ODE) steps. While excellent in quality, these models are often too… Read More »Breaking Barriers in Audio Quality: Introducing PeriodWave-Turbo for Efficient Waveform Synthesis Shreya Maji Artificial Intelligence Category – MarkTechPost

​[[{“value”:” High-fidelity waveform generation, particularly in text-to-speech (TTS) and audio generation applications, involves several critical challenges. Accurately generating natural-sounding audio remains a primary issue, essential for real-world deployment. Capturing the natural periodicity of high-resolution waveforms and producing high-quality output without artifacts such as metallic sounds… Read More »PeriodWave: A Novel Universal Waveform Generation Model Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Cloud AI infrastructure is vital to modern technology, providing the backbone for various AI workloads and services. Ensuring the reliability of these infrastructures is crucial, as any failure can lead to widespread disruption, particularly in large-scale distributed systems where AI workloads are synchronized across… Read More »Microsoft Released SuperBench: A Groundbreaking Proactive Validation System to Enhance Cloud AI Infrastructure Reliability and Mitigate Hidden Performance Degradations Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Language models (LMs) have gained significant prominence in computational text analysis, offering enhanced accuracy and versatility. However, a critical challenge persists: ensuring the validity of measurements derived from these models. Researchers face the risk of misinterpreting results, potentially measuring unintended factors such as incumbency… Read More »Improving Robustness Against Bias in Social Science Machine Learning: The Promise of Instruction-Based Models Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” As LLMs become increasingly complex and powerful, their inference process, i.e., generating text given a prompt, becomes computationally expensive and time-consuming. Many applications, such as real-time translation, dialogue systems, or interactive content generation, require quick responses. Additionally, slow inference consumes substantial computational resources, leading… Read More »KOALA (K-layer Optimized Adversarial Learning Architecture): An Orthogonal Technique for Draft Head Optimization Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Multimodal Models (LMMs) are rapidly advancing, driven by the need to develop artificial intelligence systems capable of processing and generating content across multiple modalities, such as text and images. These models are particularly valuable in tasks that require a deep integration of visual… Read More »Salesforce AI Research Introduce xGen-MM (BLIP-3): A Scalable AI Framework for Advancing Large Multimodal Models with Enhanced Training and Performance Capabilities Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The Cohere Rerank 3 Nimble foundation model (FM) is now generally available in Amazon SageMaker JumpStart. This model is the newest FM in Cohere’s Rerank model series, built to enhance enterprise search and Retrieval Augmented Generation (RAG) systems. In this post, we discuss the… Read More »Cohere Rerank 3 Nimble now generally available on Amazon SageMaker JumpStart Breanne Warner AWS Machine Learning Blog

​[[{“value”:” Large language models (LLMs) have demonstrated the ability to generate generic computer programs, providing an understanding of program structure. However, it is challenging to find the true capabilities of LLMs, especially in finding tasks they did not see during training. It is crucial to… Read More »Can LLMs Visualize Graphics? Assessing Symbolic Program Understanding in AI Sajjad Ansari Artificial Intelligence Category – MarkTechPost