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Meta 3D Gen: An advanced Text-to-3D Asset Generation Process offering Fast, Accurate, and High-Quality results for Immersive Applications.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 7, 202473Views0Likes0Comments
Text-to-3D generation technology is becoming increasingly influential across various fields such as video games, augmented reality, and virtual reality. The process creates detailed 3D content from text descriptions, which was traditionally a laborious and expensive task requiring a significant amount of effort from skilled artists. By automating this process with AI technology, it becomes a…

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Investigating the Impact of AI-Driven Recommendation Systems on Human Actions: Techniques, Results, and Prospects for Future Studies

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 7, 202465Views0Likes0Comments
AI-based recommender systems, which suggest products or content to users, are prevalent across various online platforms like social media and e-commerce. These systems have a significant influence on user behavior, according to a research survey from the Institute of Information Science and Technologies at the National Research Council, the Scuola Normale Superiore of Pisa, and…

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MInference (Milliontokens Inference): An Innovative, Training-Free Technique for the Advanced Application Stage of Large-Scale Language Models Utilizing Dynamic Sparse Attention Mechanisms

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202470Views0Likes0Comments
Large Language Models (LLMs) have significantly impacted industries from translation to sentiment analysis. However, their practical use is hampered by computational demands, particularly with long prompts due to the quadratic complexity of the attention mechanism. Addressing this issue, researchers from Microsoft Corporation and the University of Surrey have developed MInference, a method to accelerate long-sequence…

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Enhancing Language Models and Search Engines: A closer look at Search4LLM and LLM4Search

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 7, 202464Views0Likes0Comments
The exponential growth of the internet has increased the importance of search engines in navigating online data. However, as users demand accurate, relevant and timely responses, traditional search technologies face various challenges. To counter these, advancements in natural language processing (NLP) and information retrieval (IR) technologies are being made. Large Language Models (LLMs) that form…

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The Transformation of Customer Service by ChatGPT in 2024

AI Shorts, Applications, Artificial Intelligence, ChatGPT, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 7, 202471Views0Likes0Comments
In 2024, customer service has been radically transformed by advanced Artificial Intelligence (AI), specifically OpenAI's ChatGPT, which is revolutionizing how businesses interact with customers. Equipped with NLP (Natural Language Processing) algorithms to comprehend and respond to natural language queries with precision, ChatGPT provides more human-like interactions resulting in more meaningful conversations, which ultimately translating into…

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Introducing SpiceAI: A Mobile Runtime that Provides Programmers with a Singular SQL Interface, Speeding Up and Simplifying the Data Fetching Process from Any Database, Data Warehouse or Data Lake.

Editors Pick, Staff, Tech News, UncategorizedJuly 7, 202470Views0Likes0Comments
The world of cloud-hosted applications is one that keeps evolving at a fast pace, and the need for speed and efficiency too is ever-increasing. Applications in this sphere depend on various data sources, including knowledge bases stored in S3, structured data available in SQL databases and embeddings stored in vector stores. Despite the benefits these…

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Improving Language Models using RAG: Guidelines and Performance Measures

AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202475Views0Likes0Comments
Large language models (LLMs) can greatly benefit from better integration of up-to-date information and reducing biases, which are often found in Retrieval-Augmented Generation (RAG) techniques. However, these models face challenges due to their complexity and longer response times. Therefore, optimizing the performance of RAG is key to their effectiveness in real-time applications where accuracy and…

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Salesforce AI Research has launched SummHay, a solid AI benchmark for assessing long-context summarization within Language model systems and Retriever Augmented Generation systems.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202483Views0Likes0Comments
Natural language processing (NLP), a field within artificial intelligence (AI), aims at aiding machines to decipher and establish human language. It includes tasks such as translation, sentiment analysis, and text summarization. The progress in this field has led to the creation of 'Large Language Models’ (LLMs), capable of handling massive quantities of text. This progress…

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The AI Research division of Salesforce launches SummHay: A sturdy AI benchmark for assessing the summarization of extensive contexts in Language Model Systems and Retrieval-Augmented Generation Systems.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202468Views0Likes0Comments
Natural language processing (NLP), a subfield of Artificial Intelligence (AI), is designed to allow machines to understand and mirror human language. It oversees a variety of tasks like language translation, sentiment analysis, and text summarization. The advent of large language models (LLMs), capable of processing great amounts of data, has significantly advanced these tasks, opening…

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Arcee AI unveils the revolutionary Arcee Agent: A state-of-the-art language model with 7 billion parameters. This model is uniquely designed for performing function calls and utilizing tools.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202463Views0Likes0Comments
Arcee AI, a leading artificial intelligence (AI) company, has launched Arcee Agent, a novel 7 billion parameter language model designed for function calling and tool usage. The model is smaller in size compared to its contemporaries, a difference which does not compromise performance but significantly cuts the computation needs. Developed using the high-performing Qwen2-7B architecture…

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Researchers at DeepSeek AI have suggested implementing Expert-Specialized Fine-Tuning (ESFT) as a way to cut down memory usage by as much as 90% and reduce processing time by up to 30%.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 7, 202474Views0Likes0Comments
Natural language processing has been making significant headway recently, with a special focus on fine-tuning large language models (LLMs) for specified tasks. These models typically comprise billions of parameters, hence customization can be a challenge. The goal is to devise more efficient methods that customize these models to particular downstream tasks without overwhelming computational costs.…

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Arcee AI proudly presents Arcee Agent: An innovative 7B parameter language model purposefully crafted for invoking functions and utilizing tools.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 7, 202456Views0Likes0Comments
Arcee AI has launched the Arcee Agent, which is a high-tech 7 billion parameter language model developed for sophisticated AI applications. It maintains an edge over larger models through its remarkable performance and efficient use of computational resources—essential traits of any ideal AI solution for businesses and developers. The Arcee Agent is built on the…

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