marktechpost23h
Editors Pick
Deep learning has made significant strides in artificial intelligence, particularly in natural language processing and computer vision. However, even the most advanced systems often fail in ways that ...
marktechpost4d
Nvidia AI Releases Llama-3.1-Nemotron-51B: A New LLM that Enables Running 4x Larger Workloads on a Single GPU During Inference
Nvidia unveiled its latest large language model (LLM) offering, the Llama-3.1-Nemotron-51B. Based on Meta’s Llama-3.1-70B, this model has been fine-tuned using advanced Neural Architecture Search (NAS ...
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A Novel AI Approach to Multicut-Mimicking Networks for Hypergraphs with Constraints
Graph sparsification is a fundamental tool in theoretical computer science that helps to reduce the size of a graph without losing key properties. Although many sparsification methods have been ...
marktechpost6d
RAG, AI Agents, and Agentic RAG: An In-Depth Review and Comparative Analysis of Intelligent AI Systems
Artificial intelligence (AI) has given rise to powerful models capable of performing diverse tasks. Two of the most impactful advancements in this space are Retrieval-Augmented Generation (RAG) and ...
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Google AI Releases Two Updated Production-Ready Gemini Models: Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002 with Enhanced Performance and Lower Costs
Google has just rolled out an exciting update to its Gemini models by releasing Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002, offering production-ready versions, reduced pricing, and increased rate ...
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PromSec: An AI Algorithm for Prompt Optimization for Secure and Functioning Code Generation Using LLM
Software development has benefited greatly from using Large Language Models (LLMs) to produce high-quality source code, mainly because coding tasks now take less time and money to complete. However, ...
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Minish Lab Releases Model2Vec: An AI Tool for Distilling Small, Super-Fast Models from Any Sentence Transformer
Minish Lab recently unveiled Model2Vec, a revolutionary tool designed to distill smaller, faster models from any Sentence Transformer. With this innovation, Minish Lab aims to provide researchers and ...
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Iteration of Thought: An AI Framework for Enhancing LLM Responses by Generating “thought”-Provoking Prompts
Large Language Models (LLMs) have revolutionized natural language processing, enabling AI systems to perform a wide range of tasks with remarkable proficiency. However, researchers face significant ...
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How Does the Tensor Brain Use Embeddings and Embodiment to Encode Senses and Decode Symbols?
In the significantly advancing fields of neuroscience and Artificial Intelligence (AI), the goal of comprehending and modeling human cognition has resulted in the creation of sophisticated models that ...
marktechpost5d
Diffusion Reuse MOtion (Dr. Mo): A Diffusion Model for Efficient Video Generation with Motion Reuse
Using advanced artificial intelligence models, video generation involves creating moving images from textual descriptions or static images. This area of research seeks to produce high-quality, ...
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Optimizing Energy Efficiency in Machine Learning ML: A Comparative Study of PyTorch Techniques for Sustainable AI
With the rapid advancement of technology, surpassing human abilities in tasks like image classification and language processing, evaluating the energy impact of ML is essential. Historically, ML ...
marktechpost5d
OpenAI Releases Multilingual Massive Multitask Language Understanding (MMMLU) Dataset on Hugging Face to Easily Evaluate Multilingual LLMs
OpenAI released the Multilingual Massive Multitask Language Understanding (MMMLU) dataset on Hugging Face. As language models grow increasingly powerful, the necessity of evaluating their capabilities ...