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Dec 11, 2024 · Designing neuromorphic sensory processing units (NSPUs) based on Temporal Neural Networks (TNNs) is a highly challenging task due to the reliance on manual, labor-intensive...
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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 Scientists, ML Engineers, ML ...
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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 …
Nov 3, 2024 · 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 to generate a dataset of correct and ...
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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 ...
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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 ...
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Computer vision models have made significant strides in solving individual tasks such as object detection, segmentation, and classification. Complex real-world applications such as autonomous vehicles, security and surveillance, and healthcare and medical Imaging require multiple vision...
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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 ...
Microsoft Asia Research Introduces SPEED: An AI Framework that …
Oct 28, 2024 · Text embedding, a central focus within natural language processing (NLP), transforms text into numerical vectors capturing the essential meaning of words or phrases. These embeddings enable machines to process language tasks like classification, clustering, retrieval, and summarization. By structuring data in vector form, embeddings provide a scalable and effective way for machines to ...
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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