I use Axolotl, but services like @togethercompute might be easier. Last I checked, they don’t support only training on outputs, which is important. May have changed since!
GENERATIVE AI
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Building RAG Systems for Powerful Data Access
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How to Make a RAG System to Gain Powerful Access to Your Data This article is a great introduction to RAG, and walks through a few important steps of a RAG pipeline: Retrieve Data
Pre-process Data
Implement RAG
Test https://
towardsdatascience.com/how-to-make-a-
rag-system-to-gain-powerful-access-to-your-data-caf4bb9186ea
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Prompt template for AI-generated landing page copy
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Here's the prompt:
— God of Prompt (@godofprompt) 23 mars 2024
"Using Russel Brunsons' "Hook-Story-Offer" framework, I want you to write a landing page text for me.
For context, [INSERT CONTEXT]
My backstory is: I used to be a [INSERT LOW POINT], then I found [YOUR PRODUCT / SOLUTION], and now I help others do the same… pic.twitter.com/eO2GGv2xIJHere's the prompt: "Using Russel Brunsons' "Hook-Story-Offer" framework, I want you to write a landing page text for me. For context, [INSERT CONTEXT] My backstory is: I used to be a [INSERT LOW POINT], then I found [YOUR PRODUCT / SOLUTION], and now I help others do the same
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Using Prompt Engineering for Landing Page Creation
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We're going to apply a framework in a prompt to guide us in crafting a high-converting landing page. Here’s how:
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Using AI for Efficient Landing Page Copywriting
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Make $20,000 a month with landing page copywriting. But most people don't know how. Here's how to use AI to write landing pages in minutes:
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Stability AI Announces Major Update or Product Release
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An announcement from Stability AI: https://
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Netflix Prize to LLMs: Evolution of Recommendation Systems
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I keep thinking about how Netflix offered a $1M prize for people who could come up with a good recommendation system in the early 2000s, and now LLMs just offer great suggestions out-of-the-box based on next token prediction alone. Neat.
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AI Models Make Smart Recommendations From Your Gaming Library
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Because AI knows is good at connections and context, it can make reasonable guesses about you from limited data I gave Gemini and GPT-4 a screenshot of my Steam library and got excellent insights on what I might like (Claude 3 isn't internet connected, so doesn't know the games)
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AI Limitations: Self-Explanation and Jailbreaking Techniques
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Continuing on the theme, a microcosm of why AI is weird – I ask it to explain itself and it makes some stuff up as justification (AI can't interrogate its own thoughts). Then I essentially do some lightweight jailbreaking by using its own logic against it.