Thread by @_aigeek

🚨🤖📈 Exciting news! Sequoia just dropped a study on the Language Model Stack, and it shows rapid growth in AI applications. 🤯
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📊 The study shows that nearly every company in the Sequoia network is building language models into their products, with 65% already in production. #sequoia #languagemodelstack
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💻 Companies are using language model APIs for everything from auto-complete features for code to chatbots for customer support. And OpenAI's GPT is the clear favorite foundation model API, with 94% of companies using it. #AI #chatbots
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🔍 Retrieval mechanisms, like vector databases, are also key parts of the stack, with 88% of companies using them. And 38% are interested in an LLM orchestration and application development framework like @LangChainAI. #development #frameworks
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🌟 But the most exciting part? Companies are customizing language models to their unique context in three ways: training a custom model from scratch, fine-tuning a base model, or using a pre-trained model and retrieving relevant context. #customization #Aiwanger
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👀 Keep an eye on the market as it evolves, and don't be afraid to train your own language model from open source. With these insights, you can stay ahead of the curve in the world of AI. #DataScience #Aiwanger
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🤝 As more companies adopt LLM applications, new opportunities, and hurdles will arise, creating exciting potential for founders. If you're interested in getting involved in the AI industry, now is the time to act and seize these exciting opportunities. #entrepreneurship
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👉🏽 So what does this mean for developers? Use pre-trained models and retrieval methods to make unstructured data easily searchable. And language models will become increasingly multi-modal, unlocking a new level of conversational experience. #development #multimodal
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🚀 It's still early, but this is an exciting time for language models and their potential. With AI seeping into every crevice of technology, it's important to stay informed and ahead of the curve in order to succeed in this rapidly evolving industry. #AI #SuccessionHBO 9/9

That’s a wrap!🎬 Hope this was helpful!🤗

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