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Top 10 Large Language Models on Hugging Face

Analytics Vidhya

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications.

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Large Language Models Demystified: A Beginner’s Roadmap

Analytics Vidhya

In today’s fast-paced digital world, the role of natural language processing and language understanding is increasingly taking center stage. Leading this transformative wave are the Large Language Models (LLMs), known for their ability to craft text that rivals human creativity and clarity.

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A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. But […] The post A Comprehensive Guide to Fine-Tuning Large Language Models appeared first on Analytics Vidhya.

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Beginners’ Guide to Finetuning Large Language Models (LLMs)

Analytics Vidhya

Introduction Embark on a journey through the evolution of artificial intelligence and the astounding strides made in Natural Language Processing (NLP). In a mere blink, AI has surged, shaping our world.

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30+ LLM Interview Questions and Answers

Analytics Vidhya

Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI. LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing.

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Small But Mighty: Small Language Models Breakthroughs in the Era of Dominant Large Language Models

Unite.AI

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

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4 strategies to optimize costs of large language model deployment

SAS Software

While large language models (LLMs) have become synonymous with advanced AI capabilities, their integration into various business and technological domains is often accompanied by significant costs. These costs arise from the extensive computational resources required for training and running these models.