Unless you need a very specific type of output/task, fine-tuning is typically a bad idea. •LLM progress is very fast and there’s a new LLM released nearly every day. The chances that your fine-tuned LLM will be state of the art is very low.
•RAG and extended context is a
PROMPT ENGINEERING
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Why Fine-Tuning LLMs Is Usually a Mistake
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How to Improve Prompts in a Minute – 3 Steps
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Improve prompts in a minute. Ensures effective communication. • Identify core message
• Simplify language
• Test with audience Read more: https://
godofprompt.ai/blog/how-to-im
prove-any-prompt
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Fine-tuning versus Prompting: Which Approach for Your Account?
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Do you view my account as mostly fine-tuning, mostly prompting, or both?
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Free AI Lessons and Prompts for Beginners at Lennon Labs
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I want to add a free section to Lennon Labs with some solid and practical AI lessons and prompts. Anything on the beginner-intermediate side of AI you need help with? I’m open to suggestions – Keywords: LLMs ChatGPT Claude Gemini
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Mastering Copilot: Hidden Tricks for Effective AI Assistance
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How much time have you spent trying to figure out how to put it to use? Copilot is weird in that it's actually quite hard to get it to work effectively – there are all sorts of undocumented tricks you have to figure out, like writing comments that say what you want to do next
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Quick Syntax Learning Without Memorizing Extensive Trivia
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Right – it's a really quick way of getting basic syntax right, so you don't have to memorize a ton of trivia just to get something basic done without needing to look up each thing in turn
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Master Prompt Engineering Through Practice and Challenges
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It’s difficult to get really good at prompt engineering by reading. Just write prompts, write more prompts, and then write even more prompts. Come up with challenges for yourself and try to make it work. You’ll get better faster than you can imagine.
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Elevate work with ChatGPT for efficient productivity in 2024
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Elevate work with ChatGPT in 2024. AI boosts productivity efficiently. • Streamline communication
• Enhance decision-making
• Accelerate tasks Read more: https://
godofprompt.ai/blog/ways-to-u
se-chatgpt-for-work-in-2024
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LLaMA 3 Instruct Format Dataset Structure
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Specifically, I have a dataset in the LLaMA 3-Instruct format:
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system {{ system_prompt }}user {{ user_message_1 }}assistant {{ -
Maestro Wins Anthropic Developer Contest with Agentic Framework
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Excited to share that Maestro, my agentic framework for Claude Opus to intelligently orchestrate subagents, is one of the winners of the official @AnthropicAI Developer contest. The best part? Opus wrote the code. I just told it what I wanted.