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How enterprises are using open source LLMs: 16 examples
Analysis VentureBeat and other experts have argued that open-source large language models (LLMs) may have a more powerful impact on generative AI in the enterprise. More powerful, that is, than closed models, like the ones behind OpenAI’s popular ChatGPT, or competitor Anthropic. But that’s been hard to prove when you consider examples of actual deployments. While […]
Amjad Masad, CEO of a software tool startup Replit, kicked off a popular Twitter thread about how the feedback loop isn’t working properly because you can’t contribute easily to model development. Even Microsoft, Amazon’s AWS, and Google, have gotten into the supply game (see here, here, and here), and consultants like McKinsey (see here) leverage open LLMs in part to build apps for customers — so it’s nearly impossible to track the universe of enterprise usage. Shopify Sidekick is an AI-powered tool that utilizes Llama 2 to help small business owners automate various tasks for managing their commerce sites, such as generating product descriptions, responding to customer inquiries, and creating marketing content.
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