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How Image Augmentation Turns 1,000 Photos Into 1,000,000 Training Examples
Why training on more data isn’t always the answer, and what to do instead Continue reading on Towards AI
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Model Switching in Production: How We Evaluated LLMs for a Conversational Chatbot
Picture by ChatGPT When we first built our conversational chatbot, we assumed the model we chose would stick around for a while. Maybe we would upgrade it someday, but it didn’t feel like something we...
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LLM Quantization Explained: The Complete First-Principles Guide
Everything you need to understand quantization — what it actually is, what it is not, and why it works. Continue reading on Towards AI
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