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2024年12月11日 · Agentic AI systems have revolutionized industries by enabling complex workflows through specialized agents working in collaboration. These systems streamline operations, automate decision-making, and enhance...
Microsoft Open Sourced MarkItDown: An AI Tool to Convert All …
2024年12月18日 · The most significant impact of MarkItDown is its potential to influence workflows in the field of Large Language Models (LLMs). The platform’s ability to seamlessly convert files into Markdown becomes an ideal tool for preparing and managing structured datasets and prompt files for training or fine-tuning LLMs.Markdown’s simplicity and …
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Marktechpost Media Inc. is a California-based Artificial Intelligence News Platform with a community of 1.5 Million+ AI Professionals/ Developers. Marktechpost brings AI research news that is much more technical than most resources but still digestible and applicable. Who is Marktechpost's Audience? Our audience consists of Data Engineers, MLOps Engineers, Data …
Artificial Intelligence Category - MarkTechPost
The business landscape is undergoing a profound transformation, driven by artificial intelligence technologies that are reshaping how companies approach sales and customer relationships. As we navigate through 2024, AI has evolved from a futuristic concept to ...
Market Research Category - MarkTechPost
While multimodal models (LMMs) have advanced significantly for text and image tasks, video-based models remain underdeveloped. Videos are inherently complex, combining spatial and temporal dimensions that demand more from computational resources. Existing methods often adapt image-based ...
Efficient Function Calling in Small-Scale LLMs: A Game-Changer …
2024年11月3日 · The proposed framework’s pipeline comprises four stages: first, defining tasks and problems to assess the abilities of large language models (LLMs) in various reasoning domains.Next, functions specific to each task are set up, allowing the LLM to solve reasoning steps, manage the chain flow, and verify results.A pre-trained, large-scale LLM is then chosen …
NVIDIA AI Researchers Explore Upcycling Large Language Models …
2024年10月13日 · Mixture of Experts (MoE) models are becoming critical in advancing AI, particularly in natural language processing. MoE architectures differ from traditional dense models by selectively activating subsets of specialized expert networks for each input. This mechanism allows models to increase their capacity without proportionally increasing the computational …
New Releases Category - MarkTechPost
FineWeb2 significantly advances multilingual pretraining datasets, covering over 1000 languages with high-quality data. The dataset uses approximately 8 terabytes of compressed text data and contains nearly 3 trillion words, sourced from 96 CommonCrawl snapshots between 2013 ...
Tech News Category - MarkTechPost
LG AI Research has released bilingual models expertizing in English and Korean based on EXAONE 3.5 as open source following the success of its predecessor, EXAONE 3.0. The research team has expanded the EXAONE 3.5 models ...
Deep Learning Category - MarkTechPost
Deep learning is an advanced form of machine learning that uses neural networks to “learn” from large amounts data. These artificial brains are designed in the shape and function similar as our own human brain