ChatGPT is sometimes amazing, and sometimes hilariously wrong. Here, it confidently explains to me why an abacus is faster than a GPU.
LLMS
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LLMs Excel at Poetry Through Statistical Pattern Recognition
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(imo simple poem crafting is right in the thick of Moravec's paradox – difficult for humans to generate but quite tractable for an LLM to keep track of the statistics of all the possible words and how they rhyme)
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Observations on ChatGPT Applications to Society
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My observations on applications of ChatGPT to society
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Autoregressive Search Engines: Generating Substrings as Document Identifiers
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Autoregressive Search Engines: Generating Substrings as Document Identifiers https://
bit.ly/3VRHjio 5/6 -
Memorization Without Overfitting in Large Language Models Training
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Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models https://
bit.ly/3Hhs4LK 4/6 -
PLATO-K: Chinese dialogue model achieves new SOTA performance
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Introducing PLATO-K, a 22B Chinese open-domain dialogue generation model with knowledge enhancement. PLATO-K achieves new SOTA in Chinese open-domain conversation with remarkable improvements in knowledge accuracy and overall engagingness. Paper: https://
arxiv.org/abs/2211.00910 -
LangChain 0.0.30: New add_examples Method for ExampleSelector
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LangChain version 0.0.30: Add an `add_examples` method to the ExampleSelector class This was an idea from @sjwhitmore
, allowing for automatic updating of the examples used in prompts based on user feedback -
OpenAI Playground screenshots need attention, unlike ChatGPT’s.
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Irrelevant for ChatGPT screenshots, which are fine, but extremely important when screenshotting OpenAI Playground.
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Writing prayers to study AI mistakes for improved reliability
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I write a lot of what I call “prayers” — long prompts the are unlikely to work at all. I assume the thing is as smart as a human and then study its mistakes. I then search for variant instructions that improve reliability.
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ChatGPT Generated CAD Step File for Screw: Early Attempt
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used chatGPT to generate a CAD step file for a screw took about 10 "continue from this line " commands to finish and the file was empty when I tried to view it in inventor so not entirely correct but hey it's a start 3d models from llm's would truly be something