Basically, in your fine-tuning data, include detailed instructions on how to behave — don't make the model guess at it. This way, it learns faster.
PROMPT ENGINEERING
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System Prompts Quality Boosts Model Fine-Tuning Efficiency
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High alpha trick for fine-tuning: Make your system prompts in your dataset really great. It'll help the model learn to do your task much faster, with less data. If you have lots of data, you can ignore this, but at small dataset sizes, this changes everything.
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Learning to Use AI Tools Effectively Beyond Initial Hype
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Definitely – but it's worth emphasizing for these "AI" tools because I still see evidence that a lot of people try them once, don't get magical results and write the whole thing off as hype – not realizing that you have to work pretty hard to learn how to use them effectively
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In-Context Learning Sensitivity to Shot Order in LLMs
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We also do observe some sensitivity to the order in which the shots are presented in the context window (see Figure 13).
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Create graphs with ChatGPT using CSV or PDF data
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Did you know you can create graphs with ChatGPT? Just upload a CSV/PDF with the data, and use the prompt: > Generate a [type of chart] chart of [type of data] data, for the [time period]. Use different colors for each year.
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Claude 3 vs GPT-4: ASCII Town Generation Prompt Comparison
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Fun little Claude 3 prompt: "you are going to set up a little ASCII town with different characters, like an old school top down RPG, I will give you commands and meet people and do stuff" (Interestingly, GPT-4 is good at the adventure piece, but hallucinates a lot of the ASCII)
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OpenAI Finally Addresses Prompt Injection and Jailbreak Taxonomy
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interesting that 1.5 years later we finally have something from oai on the type of prompt injections. I called jailbreaks "takeovers" back then. https://
buttondown.email/ainews/archive
/ainews-openai-reveals-its-instruction-hierarchy/
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Follow AI Blogs in 2024 for ChatGPT Updates, Skills, Networking
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Follow AI Blogs in 2024 Stay ahead in tech and innovation • Track ChatGPT updates
• Enhance AI skills
• Expand networking Read more: https://
godofprompt.ai/blog/chatgpt-f
ocused-blogs-to-follow-in-2024
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Snorkel Flow Launches PDF Prompting UI for Document Intelligence
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New Snorkel Flow feature alert! Prompt your PDFs Snorkel Flow now offers a dedicated prompting UI making it easier to annotate PDF data programmatically using the latest FMs. Learn more about the new FM Document Intelligence powered workflow. https://
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HyperWrite Helps Users Generate Ideas for Content Creation
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It seems like it’d be a great fit! Many of our users use HyperWrite to help them with ideas, and then they put the final pieces together themselves.