​[[{“value”:” Language Models have been significant in recent years, developing more sophisticated and capable models. These models have a role to play in various applications, including language generation, data analysis, and predictive modeling, showcasing their versatility and importance in pushing technological boundaries forward. One of… Read More »Mistral AI Unveils Mistral Large and Its Application in Conversational AI Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text… Read More »Build a robust text-to-SQL solution generating complex queries, self-correcting, and querying diverse data sources Sanjeeb Panda AWS Machine Learning Blog

​[[{“value”:” Language models, the engines behind advancements in natural language processing, have increasingly become a focal point in AI research. These complex systems, capable of understanding, generating, and interacting using human-like language, have revolutionized how machines comprehend and respond to textual data. Historically, the development… Read More »Gemma by Google DeepMind: Shattering Expectations in AI with State-of-the-Art Language Models! Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Google researchers address the challenge of maintaining the correctness of differentially private (DP) mechanisms by introducing a large-scale library for auditing differential privacy, DP-Auditorium. Differential privacy is essential for protecting data privacy with upcoming regulations and increased awareness of data privacy issues. Verifying a… Read More »Google AI Introduces an Open Source Machine Learning Library for Auditing Differential Privacy Guarantees with only Black-Box Access to a Mechanism Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In today’s digital era, video content reigns supreme, capturing the essence of storytelling, education, and entertainment across various platforms. The journey from raw footage to a polished video is fraught with obstacles, especially for novices. Traditional video editing software’s intricate interfaces and complex functionalities… Read More »Revolutionizing Video Editing: How LAVE and AI are Democratizing Creative Expression Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In pandas, the shift() function is used to shift the index by the desired number of periods with an optional time frequency. It is particularly useful for time-series data manipulation but can be applied to any Series. In this article, I will explain the… Read More »Pandas Series.shift() Function Malli Spark By {Examples}

​[[{“value”:” Large language models can accomplish tasks that surpass current paradigms, such as reading code at the repository level, modeling long-history dialogs, and powering autonomous agents with language models with a context window of 128K tokens. The recent Needle-in-a-Haystack test is a popular way to… Read More »This AI Paper Unveils the Key to Extending Language Models to 128K Contexts with Continual Pretraining Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the rapidly evolving field of artificial intelligence, the “LONG AGENT” approach emerges as a groundbreaking solution to a longstanding challenge: efficiently processing and understanding lengthy texts, a domain where even the most sophisticated models like GPT-4 have historically stumbled. Developed by a dedicated… Read More »Beyond GPT-4: Dive into Fudan University’s LONG AGENT and Its Revolutionary Approach to Text Analysis! Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Despite the great success of diffusion models in visual generation, their potential in other domains still needs to be explored. Existing research methodologies have demonstrated the remarkable efficacy of diffusion models in generating high-quality images and videos. However, their application beyond visual domains still… Read More »Neural Network Diffusion: Generating High-Performing Neural Network Parameters Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Vision-language models in AI are designed to understand and process information from visual and textual inputs, simulating the human ability to perceive and interpret the world around us. The intersection of vision and language understanding is crucial for various applications, from automated image captioning… Read More »Improving LVLM Efficiency: ALLaVA’s Synthetic Dataset and Competitive Performance Nikhil Artificial Intelligence Category – MarkTechPost