Phi-2 by Microsoft

This is an article by Microsoft Research about their small language model, Phi-2 summarized from the article: https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/.

Here's what the article discusses:

• Large Language Models (LLMs) vs. Small Language Models (SLMs): LLMs are powerful but require a lot of computing resources. SLMs, like Phi-2, are smaller and need less but can still perform well on many tasks.
• Phi-2: This is a small language model developed by Microsoft Research. It has 2.7 billion parameters, which is smaller than many other models, but it outperforms some models that are 25 times larger. Phi-2 is good at common sense reasoning, language understanding, and even some coding tasks.
• Benefits of Phi-2: Because it's smaller, Phi-2 is easier to use and adapt for specific purposes. This makes it more accessible to researchers and developers who don't have access to a lot of computing resources.

Overall, the article suggests that Phi-2 is a promising development in small language models, offering good performance while being more efficient.