Prompt engineering: still not dead. Results like this underline why it's a mistake to compare models using identical prompts — you want to find the *best* prompt for each model and compare those.
PROMPT ENGINEERING
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Must-try ChatGPT prompt to regain lost website traffic
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A must-try ChatGPT prompt to regain lost website traffic. Just follow these three simple steps: 1. Head to Google Search Console.
2. Spot pages losing traffic in the past 3 months. Update these as per Google’s Helpful content standards. 3. Then, use BARD/ChatGPT with the -
Discussion on AI jailbreaks versus prompt injection definitions
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Great read overall but I disagree with some of the glossary definitions. They describe jailbreaks as a form of prompt injection which isn’t quite right — “I’ll give you $200” and “It’s for my dying grandma” are jailbreaks but not prompt injections.
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Using Smaller Language Models to Optimize API Token Selection
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yeah this is definitely true! one idea would be to use a smaller language model to estimate the most probable tokens and then choose a certain subset of them to query the API with
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Reward Modeling Secrets in RLHF for Large Language Models
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Secrets of RLHF in Large Language Models Part II: Reward Modeling Wang et al.: https://
arxiv.org/abs/2401.06080 #LLM #RLHF #ReinforcementLearning -
Supervised Fine-Tuning and Prompt Engineering as Forms of AI Model Alignment
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Yes. Arguably supervised fine-tuning and even prompt engineering are forms of model alignment even if nobody calls them that.
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Prompt of a miniature landscape with family in a coffee cup
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8. Prompt: Prompt: Miniature Scenery of a miniature family living in a cup of coffee, intricate details, hyper-realistic–ar 3:4
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Miniature family playing in a pile of strawberry pancakes
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5. Prompt: Miniature Scenery of a miniature family playing in a pile of strawberry pancakes, intricate details, hyper- realistic–ar 3:4
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Miniature family playing in tropical ice cream cone
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4. Prompt: Miniature Scenery of a miniature family playing in a cone of tropical ice cream, intricate details, hyper- realistic–ar 3:4
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Miniature farmers in a watermelon slice, hyper-realistic
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2. Prompt: Miniature Scenery of miniature farmers ****in a small slice of watermelon, intricate details, hyper- realistic –ar 3:4