When asked to draft a paper on avatar creation, this model referred to a made-up paper on the topic and attributed it to a real author in a relevant field. While these LLM hallucinations were easily caught by the respective users, it’s not always the case. It’s important to understand...
In this example, finetuning reduces input length by a factor of nearly ~ 10x, reducing the prompt from 78 tokens in the first example to 8 in the second. In addition to shorter prompts being cheaper, they may also be faster! Another example of fine ...
Opt for sustainable transportation, energy-efficient appliances, solar panels, and eat less meat to reduce emissions. Conserve water by fixing leaks, taking shorter showers, and using low-flow fixtures. Water conservation protects ecosystems, ensures food security, and reduces infrastructure stress. Carr...
However, as the adoption of generative AI accelerates, companies will need to fine-tune their Large Language Models (LLM) using their own data sets to maximize the value of the technology and address their unique needs. There is an opportunity for organizations to leverage their Content Knowledge...
The search company subsequently refined its AI Overviews results to reduce misleading or potentially dangerous summaries. Meanwhile, models including Google's Lumiere and OpenAI's Sora are even learning to generate images, video and audio. Google and Adobe have released peeks at ...
Open AI's new model claims to achieve 1800+ rating. I would assume in the near future, AI could achieve 4000+ rating and beattourist. Although I'll mark this day as the day when AGI comes, it will pose an existential threat to Codeforces!
The first app used the GPT4All Python SDK to create a very simple conversational chatbot running a local instance of a large language model (LLM), which it used in answering general questions. Here’s an example from the webinar: Ask me a question: What were the causes of the First ...
“How to prompt a model effectively to achieve accurate responses?” We will also discuss the importance of well-crafted prompts, discuss techniques to fine-tune a model’s behavior and explore approaches to improve output consistency and reduce biases. Understanding Large Language Models (LLMs) ...
To reduce hallucinations about unknown categories, we can make a small change to our prompt. Let’s add the following text: If a user asks about another category respond: "I can only generate quizzes for Art, Science, or Geography" Here’s the complete updated prompt: Write a quiz for...