Jason Fries discusses "distilling step-by-step." This method prompts an LLM to provide not just an answer, but also the reasoning behind it. This information is then used to train a smaller, model with similar performance. Watch here: https://
youtube.com/watch?v=TIqf4L
MNCjU
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PROMPT ENGINEERING
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Distilling Step-by-Step: Training Smaller LLMs with Reasoning
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10 ChatGPT prompts that’ll make you rich
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10 ChatGPT prompts that'll make you rich: (Instant bookmark)
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Starting with AI: The case for persona-based interaction
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Thats not really my argument, for what its worth. I argue that for most people, talking to the AI is the place to start, especially after giving it a persona.
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Testing AI Model Knowledge Without Source Material Input
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Try the same prompt without feeding in any of the books at all to see how much it knows about Harry Potter characters already
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Prompting Evolution: From GPT-2/3 Difficulty to Modern Ease
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I come from the GPT-2/3 days, where prompting was like 100x harder. We have it so easy now.
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ChatGPT Responses More Direct Conversational Language
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For example, when writing with ChatGPT, responses will be more direct, less verbose, and use more conversational language.
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Cost Reliability Performance: Flow Engineering and AI Agent Notebooks
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Cost v Reliability v Performance: Choose Three! pod: https://
latent.space/p/elicit
w/ @jungofthewon and @stuhlmueller How do you improve prompt engineering and ai agents? The emerging paradigm is sometimes called "Flow engineering", but @elicitorg has reinvented the Notebook, in -
Prompting Mixtral-8x22B: Effective Techniques Thread
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Man I forgot how much more intensive prompting base models is All of this, just to shorten some text. Would anyone find value in a quick thread on how to prompt Mixtral-8x22B effectively?
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AI Agent Devin Converts Word Documents to LaTeX PDFs
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AGI achieved. (OK, of course not, but a reminder that I shouldn't assume AI can't do something) "Devin, give me a PDF of a beautiful LaTex version of this Word document. Add at least one illustration. Add a title page with my name, look up my affiliation" Not perfect, but cute
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LangSmith Evaluations: Leveraging Prompt Hub for LLM Development
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LangSmith Evaluations: Using the prompt hub Evaluations can accelerate LLM app development, but it can be challenging to get started. We've kicked off a new video series focused on evaluations in LangSmith. This is the 8th video in our series that shows how to perform