If you find this useful, RT to share it with your friends. Don't forget to follow me @Saboo_Shubham_ for more such LLMs tips and tutorials.
PROMPT ENGINEERING
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Testing LLM Capabilities Through Experimental Prompting Methods
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Lesrning about an LLM through experimentwlly prompting it makes sense – the mistake people frequently make is asking it direct questions like "what's your context length" or what architecture do you use" and then believing what it tells them
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System Prompts Don’t Guarantee Truth: Manipulation Techniques
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System prompt leaking techniques work, but just because something is stated in a system prompt doesn't mean that thing is actually true System prompts don't have to tell the truth, their job to influence the model to behave in certain ways
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LLM Tips and Tutorials for Sharing
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If you find this useful, RT to share it with your friends. Don't forget to follow me @Saboo_Shubham_ for more such LLMs tips and tutorials.
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LLMs Structured Output as Postel’s Law Implementation
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LLMs that implement constrained sampling/schema respecting structured output seem the ultimate implementation of Postel's Law: "Be conservative in what you send, be liberal in what you accept." Basically the ultimate interface block between systems.
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Fine-tune Llama3 for Automated Customer Service Classification
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New Tutorial: Fine-tune #Llama3 to Automate Customer Service Learn how you to efficiently #finetune Meta Llama-3 to automatically classify customer support issues and generate a response. Notebook included!
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Prompt Optimization and RAG Over Model Fine-Tuning
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I'm not patient enough to fine-tune my own models – plus I have a hunch that for most applications you can get better results from prompt optimization and techniques like RAG that don't require any additional fine-tuning at all
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AI Summarizer Bot Saves Time via Text Messages
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— Matt Shumer (@mattshumer_) 30 avril 2024
I made myself an insanely useful AI summarizer bot. It lives in my text messages. I just send it a link to an article, video, etc., and it texts me back a fantastic summary, in seconds. This is going to be a massive time-saver.
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Key to Successful Image Generation: Avoid Typical AI Look
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The key to using image generation AI successfully is to produce images that don’t look like the typical AI-generated images.
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Use ChatGPT prompts to create stunning presentations in minutes
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Use these ChatGPT prompts to create stunning presentations in minutes: [bookmark Bookmark for later]