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Okay. So recently I was at the LangChain offices and I saw this very cute sticker of a Llama. And I asked Harrison actually what this was. And he told me it was this thing called Ollama. And told me that I should check it out. So naturally I checked it out and to be honest, Iamp;#39;m not a big one for running a large language models locally. Iamp;#39;ve been planning to do a whole sort of series of videos around the 4-bit models and, you know, how they work and stuff like that. The simple fact is for my work, I tend to use models in the cloud much more than I use them locally. Even if they are open source models and fine tuning open source models, like LLaMA-2, like Mistral, et cetera. But I was pretty fascinated by Ollama. And one of the cool things about it was this ability to very easily a local model. And I realized that this is a huge win for people who are not technical, who are perhaps not proficient with get to pull down models to check out different models, that kind of thi