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How to Take Your Small Business Online

Whether your small business is well-established, just starting out, or somewhere in between, having a dedicated online presence is a must. Why is this such a necessity? Consider these statistics: As of 2023, over 4.88 billion people globally are internet users. Around 97% of consumers go online to find and research local businesses. Over 70%...

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What are Large Language Models?

In the realm of artificial intelligence, Large Language Models (LLMs) are increasingly becoming the linchpin, the foundational architecture that’s driving a new wave of innovation. If you’re a developer or a data scientist, you’ve likely encountered the acronyms and the buzz—GPT from OpenAI, Google’s PaLM2 (the underpinning of their Bard chatbot), and Falcon. These aren’t...

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LoRA vs. Fine-Tuning LLMs

LoRA (Low-Rank Adaptation) and fine-tuning are two methods to adapt large language models (LLMs) to specific tasks or domains. LLMs are pre-trained on massive amounts of general domain data, such as GPT-3, RoBERTa, and DeBERTa, and have shown impressive performance on various natural language processing (NLP) tasks. Why fine tune a LLM? Fine-tuning of LLMs...

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Harnessing the Power of Large Language Models for Next-Gen Applications

The realm of Large Language Models (LLMs) has been expanding with a notable trend towards open-source models or their close counterparts. With more models now available under user-friendly licenses, developers are bestowed with a broader spectrum of tools for crafting applications. In this blog post, we explore the diverse methodologies to leverage LLMs, ranked from...

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