Background: GPT-3 stands for "Generative Pre-trained Transformer (3rd Generation)" and was developed by @OpenAI in 2020. What does it do? GPT-3 generates human-like text.
LLMS
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A Simple Explanation of How LLMs Function
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GPT-3 is what's called a "language learning model", or LLM.
— AI Breakfast (@AiBreakfast) 23 novembre 2022
Simply put, language models use statistics to guess the next word(s) in a sequence. pic.twitter.com/OJK3lETSkwGPT-3 is what's called a "language learning model", or LLM. Simply put, language models use statistics to guess the next word(s) in a sequence.
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Understanding GPT-3: Capabilities and Practical Applications
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What exactly is GPT-3? Here's how it works, what it can do, and how you can use it today. ↓ [fun graphics] ↓
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Large Language Models Should Be Called Infrastructure Models
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A better name for large language models is infrastructure models.
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Old NLP Experts Underestimate Language Models’ Capabilities
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Some old-time NLPers can be closed minded about the "range of tasks" that LMs can do. They are still thinking about LMs through BERT, etc. I rarely see this issue with new-joiners to NLP.
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MIT AI Beats 90% of Humans at Diplomacy Game
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MIT researcher helps create AI that beats 90% of humans at Diplomacy, combining language models w/strategic reasoning: https://
bit.ly/3VjWgJN @MetaAI @apjacob03 -
Optimizing GPT-3 Prompts Within Token Limits
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Fitting that into the prompt size limit for GPT-3 might be tricky but I bet someone could figure out how to do that
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GPT-3 SQL ORM Integration: Practical Code Generation Examples
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I think this will work: SQL: ORM: Django
SQL: ORM: ActiveRecord
SQL: ORM: SQLAlchemy
SQL: ORM: Then hit go. https://
simonwillison.net/2022/Jun/5/pla
y-with-gpt3/
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Building Systems on GPT-3 with Minimal Example Queries
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I wouldn't be surprised if you could build exactly that on top of GPT-3 using a dozen or so lines of example queries
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The Emerging Market for AI-Driven Plagiarism Detection in Universities
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Spoke with multiple college students who use GPT-3 to write rough drafts of all of their papers. Which begs the question… Who will make the “AI plagiarism” checker for universities? Big opportunity.