In very simple LLMs with only a few vectors and a few layers, researchers can understand how the LLM made decisions. However, it can take months for the researchers to do this. Large LLMs use trillions of parameters and calculations per second which makes it impossible for humans to describ...
-This also works the other way around to describe everything in an image, or what we call dense captioning. It can create descriptions of multiple areas of interest within an image. For example, in this image of a family barbecue, there are a number of ...
Technology Expert 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...
How generative AI works Common uses of generative AI How LLMs work Related content Generative AI is a type of artificial intelligence capable of creating original content, such as natural language, images, audio, and code. The output of a generative AI is based on the inputs provided by...
To know in detail how the encoder-decoder architecture works in transformers, we highly recommend you to read our Introduction to Using Transformers and Hugging Face. An explanation of the architecture of transformers Training LLMs Training transformers involves two steps: pretraining and fine-tuning....
Is ChatGPT a type of machine learning? Yes, ChatGPT is a type of machine learning, specifically a large language model (LLM) trained using deep learning techniques. An LLM is a type of AI model trained on vast amounts of text data; these machine learning models grasp the statistical relat...
Here's how ChatGPT's voice functionality works on the desktop app (it works pretty much the same in the web and mobile app). With a ChatGPT conversation open, click the voice mode icon, which looks like sound bars, in the message box. A black dot will appear on your screen. Once...
whether the user gets retained into the LLM feature. It is an important measure to detect any novelty effect where the usage drops after the initial engagement. Any retention metric that works for your product can be modified to focus on the LLM feature. Check the...
3. Explore the Louvre and admire the world-renowned works of art on display If you now want to re-use this prompt for a different city, you only have to change the USER_INPUT variable. I have now changed it from Paris to Cancun, Mexico. See how the output was changed: Output: 1....
What is the CIA triad? A principled framework for defining infosec policies 12 Jul 202411 mins Show me more news Royal Mail investigates data leak By Julia Mutzbauer 04 Apr 20252 mins Data Breach podcast CSO Executive Sessions: How AI and LLMs are affecting security in the financial services...