notes:https://laisky.notion.site/What-Is-ChatGPT-Doing-and-Why-Does-It-Work-6d390e2e44eb40498bd8b7add36bcc94?pvs=4slides:https://s3.laisky.com/public/slides/What%20Is%20ChatGPT.slides.html#/Ⅰ、It’s Just Adding One Word at a Time在 GPT 流利的对话背后,GPT 实际上只专注于做一件事...
Self-attention is a mechanism used in transformer-based models such as BERT and GPT to process and analyze sequences of words. Self-attention allows the model to focus on different parts of the input sequence and weigh their importance when making predictions. In our example, we can use ...
Transformer models: They usetokenizationof language (the position of each token—words or subwords) and self-attention (capturing dependencies and relationships) to calculate the relation of different language parts to one another.Transformer modelscan be efficiently trained by usingself-supervised learning...
Margaret is an award-winning technical writer and teacher known for her ability to explain complex technical subjects to a non-technical business audience. Over the past twenty years, her IT definitions have been published by Que in an encyclopedia of technology terms and cited in articles by the...
ChatGPT is a series of popular generative AI chatbots developed and maintained by OpenAI. ChatGPT has over 100 million weekly users and is used by 92% of Fortune 500 companies. It uses a transformer model with self-attention to process tokens and generate responses. ...
A self-attention layer assigns a weight to each part of an input. The weight signifies the importance of that input in context to the rest of the input. Positional encoding is a representation of the order in which input words occur. ...
Read the following material and write your response in NO FEWER THAN 400 WORDS.The release and rapid diffusion of ChatGPT have caught the attention of educators worldwide. Some educators are enthusiastic about its potential to ...
Alibaba said it is developing a ChatGPT style AI tool and that it was currently in internal testing, while gaming major NetEase plans to deploy similar "large language model" technology in its education business. 360 Security Technology, in response to regulators' queries, said its self-developed...
11 September 2022:Data scientist Riley Goodside independently discovers the injection vulnerability in GPT-3 and posts a Twitter thread about it, bringing public attention to the flaw for the first time.2Users test other LLM bots, like GitHub Copilot, and find they are also susceptible to promp...
that you can get a smarter AI just by making it bigger, analogous to making the human brain larger. So GPT-2 and -3 had nearly identical architectures to the original GPT, but they were bigger - more layers, more dimensions, more attention heads, anda LOT more parameters. And it worked...