Author: Aswin Ak

Aswin Ak
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Aswin AK is a consulting intern at MarkTechPost. He is pursuing his Dual Degree at the Indian Institute of Technology, Kharagpur. He is passionate about data science and machine learning, bringing a strong academic background and hands-on experience in solving real-life cross-domain challenges.

Researchers at Arizona State University Evaluates ReAct Prompting: The Role of Example Similarity in Enhancing Large Language Model Reasoning

AI Paper Summary
Large Language Models (LLMs) have advanced rapidly, especially in Natural Language Processing (NLP) and Natural Language Understanding (NLU). These models excel in text generation,...

The Evolution of the GPT Series: A Deep Dive into Technical Insights and Performance Metrics From GPT-1 to GPT-4o

AI Shorts
The Generative Pre-trained Transformer (GPT) series, developed by OpenAI, has revolutionized the field of NLP with its groundbreaking advancements in language generation and understanding....

A Comprehensive Review of Survey on Efficient Multimodal Large Language Models

AI Paper Summary
Multimodal large language models (MLLMs) are cutting-edge innovations in artificial intelligence that combine the capabilities of language and vision models to handle complex tasks...

Llama 2 to Llama 3: Meta’s Leap in Open-Source Language Models

AI Shorts
Recently, Meta has been at the forefront of Open Source LLMs with its Llama series. Following the success of Llama 2, Meta has introduced...

Developments in Family of Claude Models by Anthropic AI: A Comprehensive Review

AI Shorts
Anthropic AI's Claude family of models represents a great challenging feat for GPT models in AI technology. With the release of the Claude 3...

Uni-MoE: A Unified Multimodal LLM based on Sparse MoE Architecture

AI Paper Summary
Unlocking the potential of large multimodal language models (MLLMs) to handle diverse modalities like speech, text, image, and video is a crucial step in...

Enhancing Security and Efficiency: The Integral Role of AI in Advanced Cryptocurrency Systems

AI Shorts
Cryptocurrency systems have evolved significantly since Bitcoin was introduced in 2009. As the landscape becomes increasingly complex, integrating artificial intelligence (AI) offers promising avenues...

Exploring the Frontiers of Artificial Intelligence: A Comprehensive Analysis of Reinforcement Learning, Generative Adversarial Networks, and Ethical Implications in Modern AI Systems

AI Shorts
Artificial Intelligence (AI) has revolutionized multiple facets of modern life, driving significant advancements in technology, healthcare, finance, and beyond. Reinforcement Learning (RL) and Generative...

Federated Learning: Decentralizing AI to Enhance Privacy and Security

AI Shorts
The rapid advancement of AI has revolutionized various industries, from healthcare to finance, by enabling sophisticated data analysis and predictive modeling. However, the traditional...

OpenRLHF: An Open-Source AI Framework Enabling Efficient Reinforcement Learning from Human Feedback RLHF Scaling

AI Shorts
Artificial Intelligence is undergoing rapid evolution, especially regarding the training of massive language models (LLMs) with parameters exceeding 70 billion. These models have become...

Quantum Machine Learning for Accelerating EEG Signal Analysis

AI Shorts
The origins of quantum computing trace back to Richard Feynman's ideas of simulating various Hamiltonians using controlled quantum systems, with David Deutsch later formulating...

TRANSMI: A Machine Learning Framework to Create Baseline Models Adapted for Transliterated Data from Existing Multilingual Pretrained Language Models mPLMs without Any Training

AI Paper Summary
The increasing availability of digital text in diverse languages and scripts presents a significant challenge for natural language processing (NLP). Multilingual pre-trained language models...
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