Machine Learning

The Three Key Phases of Large Language Models: How LLMs Learn, Improve, and Generate Text

Large language models (LLMs) are not built overnight—they undergo a structured, multiphase development process that transforms them from raw data processors into highly sophisticated AI systems capable of understanding and generating human-like text. This process involves three key phases, each playing a crucial role in shaping the model’s linguistic abilities, contextual understanding, and responsiveness to […]

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What are Tokens & Context-Length in Large Language Models (LLMs)?

With the fast advancement of artificial intelligence (AI), Large Language Models (LLMs) have become increasingly sophisticated. As new models are released, two key concepts consistently emerge in discussions: context-length and tokens. Tokens Let’s consider the latest open-source LLM model by Meta AI, Llama 3.1 405B, having 128K tokens as the context-length. We will talk about

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How Artificial Intelligence Will Change the Software Development Industry in 2023

When I was in school, there was always a buzz around artificial intelligence, or AI, especially in the late 2000s after the release of the movie Iron Man. In that movie, we were introduced to J.A.R.V.I.S., the AI developed by the lead character, Tony Stark. Heck, even the first iPhone was launched in 2007 and, although beautifully marketed

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15 GitHub Repos That Every Developer Must Bookmark Right Now

Over the last few years, GitHub has become more than a mere versioning-control system. It is a one-stop place where developers collaborate and contribute together that forms such a strong community and an enormous network among the developers and programmers. But finding useful repositories has been an uphill task for many. As per Wikipedia, GitHub

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