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Prompt Engineering Patterns That Actually Work

Stop guessing with your prompts. Learn the proven patterns that consistently improve LLM output: persona prompting, chain-of-thought, few-shot learning, and structured outputs. With practical code examples.

Dec 24, 2024

2 min read

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AI·Machine learining

Vector Embeddings Explained: The Foundation of Modern AI

Understand how machines capture meaning with vector embeddings. Learn to build semantic search, choose the right embedding models, and use vector databases. Practical code examples included.

Dec 22, 2024·2 min read

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AI·Machine learining

Fine-Tuning LLMs on a Budget: A Practical Guide to LoRA and QLoRA

Fine-tune large language models on consumer hardware using LoRA and QLoRA. Complete guide from data preparation to deployment, with practical code examples and common pitfalls to avoid.

Dec 20, 2024·2 min read

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