Machine Learning Expedition

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Large Language Model

How to run Llama 2

In this post, we show how Llama 2 LLM can be run on a server with a GPU. Llama 2 is a collection of pre-trained and fine-tuned LLMs ranging in scale from 7 billion to 70 billion parameters. This model is available for free for research and commercial use with

What are large language models?

The realm of language models (LMs), particularly in the field of natural language processing, has been witnessing significant advancements. These models are probabilistic systems designed to identify and learn statistical patterns in language. The current success of LMs positions them as comprehensive understanding systems of natural language, even though they

The Expanding Universe of Large Language Models

Large language models(LLM) have become quite a phenomenon in the last year! In this post, we will cover some of the popular LLMs. I will continue to update this LLM list as more LLMs(both closed and open source) are released over the year. We will mainly categorize LLMs