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A Field Guide to Today's AI Models
A walk through the major families of AI models — what they do, how they work, and what it takes to train them — for people who want intuition, not a textbook.
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Notes you find here are mostly about my learnings about AI & ML. Trust me all of them are going to be too hard or too easy.
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Cost-Free Waiting in Serverless: The AWS Step Functions Callback Pattern
Learn how to use the waitForTaskToken callback pattern in AWS Step Functions to pause workflows without compute charges, achieving 98% cost savings on long-running async operations.
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How to Write Good Prompts for Small Language Models
Learn best practices and techniques for writing effective prompts for small language models like Gemma and LLaMA, including evaluation methods and debugging strategies.
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