Language
Artificial Intelligence
Large Language Models as Zero-shot Labelers Introduction What’s Zero-Shot Learning? Zero-Shot Learning with Large Language Models Conclusion
Using LLMs to acquire labels for supervised modelsLabeling data is a critical step in supervised machine learning, but it might be costly to acquire large amounts of labeled data.With zero-shot learning and LLMs, we...
Artificial Intelligence
The way to Use Large Language Models (LLM) in Your Own Domains
A number of canonical and research-proven techniques to adapt large language models to domain specific tasks and the intuition of why they're effective.EpilogueThis blog post provides an intuitive explanation of the common and effective...
Artificial Intelligence
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance Alpaca in Motion
The model relies on Meta AI’s LLaMA and stays significatively smaller than GPT-3.5.Despite the impressive capabilities of Alpaca, the model still exhibits among the classic limitations of instruction following models akin to toxicity, hallucinations...
Artificial Intelligence
Language models might have the option to self-correct biases—for those who ask them
The second test used a knowledge set designed to ascertain how likely a model is to assume the gender of somebody in a selected career, and the third tested for the way much...
Artificial Intelligence
An early have a look at the labor market impact potential of huge language models
We investigate the potential implications of Generative Pre-trained Transformer (GPT) models and related technologies on the U.S. labor market. Using a latest rubric, we assess occupations based on their correspondence with GPT capabilities, incorporating...
Artificial Intelligence
GPT-4 is Here: Is It Really Changing the Game for Language AI? On How Things Progress Winter Is Not Coming Conclusion In regards to the Creator
OpinionIs GPT-4 the following big step in AI we were all waiting for?While I used to be scrolling this countless stream of tweets, the words of Sam Altman, CEO of OpenAI, were floating in...
Artificial Intelligence
Aligning language models to follow instructions
We’ve trained language models which can be a lot better at following user intentions than GPT-3 while also making them more truthful and fewer toxic, using techniques developed through our alignment research. These InstructGPT models, that...
Artificial Intelligence
Lessons learned on language model safety and misuse
We describe our latest pondering within the hope of helping other AI developers address safety and misuse of deployed models.
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