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Tag: token optimization

18Apr

Compression-Aware Prompting: Getting the Best from Small LLMs

Posted by JAMIUL ISLAM — 5 Comments
Compression-Aware Prompting: Getting the Best from Small LLMs

Learn how compression-aware prompting helps small LLMs perform like giants by distilling prompts, reducing token costs, and improving RAG efficiency.

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24Mar

How Prompt Templates Reduce Waste in Large Language Model Usage

Posted by JAMIUL ISLAM — 5 Comments
How Prompt Templates Reduce Waste in Large Language Model Usage

Prompt templates cut LLM waste by 65-85% through structured input, reducing tokens, energy, and costs. Learn how they work, where they shine, and how to implement them for immediate savings.

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vibe coding large language models generative AI prompt engineering LLM security transformer architecture LLM efficiency AI compliance Large Language Models AI hallucinations LLM evaluation LLM training prompt injection AI security multimodal AI attention mechanism AI coding assistants developer productivity responsible AI LLM reasoning
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