A Survey of Techniques for Maximizing LLM Performance (including RAG and fine-tuning) with @colintjarvis and John Allard (I wish John was on Twttr):
PROMPT ENGINEERING
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ChatGPT Excel task: Second attempt succeeds after initial failure
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I did it in Excel. ChatGPT makes a mess of its first attempt, but got it on the 2nd try.
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Dinosaurs in Marie Antoinette costumes dancing at Versailles ball
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Midjourney can also be so much fun! Midjourney Prompt: dinosaurs dressed in marie antoinette costume dancing at ball in great hall at versailles with other dinosaurs dressed in fancy clothes watching, style of Vigée Le Brun, oil painting, detailed #midjourney #MidjourneyAI
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Discussion on GPT prompt visibility and custom API utility
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Some GPT users can see a "Remix" option which would let anyone browse instructions given to #GPTs Whether it is a glitch or not, prompt instructions are rather something which would be public or easily replicated in any case. Custom APIs to power these GPTs would be real GEMs
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Have You Created or Used GPTs Yet? Share Yours!
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Have you created or used "GPTs" as of now? MOST IMPORTANTLY:
If you are creating GPTs: Please share them with us in the thread!! Would you like to have a channel on the Learn AI Together Discord server dedicated to sharing and exchanging around GPTs/OpenAI assistants? -
Pre-trained base LLMs offer more diversity than instruct-tuned models
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Re: 1, yes — see the parenthesis in the second screenshot. Re: 2, you get more diversity from pre-trained base LLMs than the RLHF/instruct-tuned LLMs most people know. You can also compensate by prompting with random dictionary words for inspiration, à la TinyStories.
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OpenAI GPT Store Launch: Custom Chatbots, Monetization, Automation Guide
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OpenAI's GPT Store is coming! Get ready to: Create custom #Chatbots without coding Monetize your AI innovations Enhance business with smart automation Dive into our full guide & start building your AI future today: https://
godofprompt.ai/blog/create-yo
ur-own-custom-gpt-a-step-by-step-guide-to-crafting-your-ai-chatbot
… #AI #GPTStore #TechNews -
Evaluating prompt building tools for serious AI projects
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Writing custom GPT instructions works for playing around but won't be sufficient for a serious project. I was exploring if there are any existing prompt builders around and tested @promptmetheus_ It can give you an idea of what prompting may look like in the future.
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Tokenization makes exact repetition of tokens harder than counting
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A few things:
– “aaaa…” is tokenized differently from “ a a a a…” in a way that makes it much easier to say (many a’s = 1 token)
– Counting “out loud” is easy, including FizzBuzz variants. What’s hard is making it say exactly 100 repetitions of a token sequence unnumbered
