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⚡ AI Lessons
Chip Huyen's Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Building A Generative AI Platform
After studying how companies deploy generative AI applications, I noticed many similarities in their platforms. This post outlines the common components of a ge
Chip Huyen's Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Predictive Human Preference: From Model Ranking to Model Routing
A challenge of building AI applications is choosing which model to use. What if we don’t have to? What if we can predict the best model for any prompt? Predicti
Chip Huyen's Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Multimodality and Large Multimodal Models (LMMs)
For a long time, each ML model operated in one data mode – text (translation, language modeling), image (object detection, image classification), or audio (spee
Chip Huyen's Blog
🧠 Large Language Models
⚡ AI Lesson
3y ago
Open challenges in LLM research
[ LinkedIn discussion , Twitter thread ] Never before in my life had I seen so many smart people working on the same goal: making LLMs better. After talking to
DeepCamp AI