"It turns out there’s an art to typing in the precise words and framing to generate the most helpful answers. I call these the golden prompts." @bxchen guides you through life with a chatbot:
PROMPT ENGINEERING
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Mastering Prompt Engineering and LLM Generation Techniques
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8/ We’ll cover the following topics: • Prompt engineering, an important skill for an LLM practitioner
• How to come up with use case ideas
• Working with Cohere’s Generate endpoint
• Creating custom generation models
• Chaining multiple prompts -
Audience Participation in RLHF Training Process
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Absolutely. We have an audience, and hopefully they help out with the RLHF 🙂
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Share ChatGPT Conversations and Code for Training
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We're about to start training. If you have any chatGPT conversations you'd like to share, drop them in here. Especially code outputs — we need as much code as possible! (Make sure your initial prompt is copied too)
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Building LLM Applications for Production Engineering
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Here's @chipro 's blog post "Building LLM applications for production" https://
huyenchip.com/2023/04/11/llm
-engineering.html
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Chatbot trained on business model resources improves user experience
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2/ @Fourweekmba is a blog and workshop that gives builders insights on tech business models. @gennarocuofano gets significant traffic on his blog, but the content can feel overwhelming to readers. That's when the idea to build a chatbot trained on his resources was born.
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Tree-of-Thought LLMs: Breaking Complex Problems Into Reasoning Paths
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Code for tree-of-thought LLMs. Breaks down complex problems into self-evaluated explorations of different reasoning paths. Has some interesting applications for creative writing. LLMs are starting to develop a sort of internal monologue. https://
github.com/ysymyth/tree-o
f-thought-llm/
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Bard Identifies World’s Most Famous Paintings
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#Bard can tell you the most famous paintings in the world. pic.twitter.com/xKVbz0rNZ4
— Thang Luong (@lmthang) 23 mai 2023#Bard can tell you the most famous paintings in the world.
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Bard AI Helps Plan Your Perfect Three-Day Paris Trip
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#Bard can help you plan a 3-day trip to Paris. pic.twitter.com/bUH87MdTKU
— Thang Luong (@lmthang) 23 mai 2023#Bard can help you plan a 3-day trip to Paris.
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Brute Force Method for Code Generation
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Blog with plenty of examples: https://codi-gen.github.io Paper: https://arxiv.org/abs/2305.11846 Still, be aware that the method is quite brute force and not highly scalable, as seen in the 'test' generations—it often revolves around rain, streets, etc. But it's encouraging.