How to Develop and Teach an Online LLM CourseBerkeley Electronic Press Selected WorksKathryn Kennedy
Develop prompts that consistently deliver reliable results, using frameworks like the 5Ws and H to maintain clarity. Organize prompts for quick access: Categorize prompts by task type (e.g., content creation, technical SEO, competitive analysis). Store, tag, and retrieve prompts using tools like...
datasets: Python library to get access to datasets available on Hugging Face Hub ragas: Python library for the RAGAS framework langchain: Python library to develop LLM applications using LangChain langchain-mongodb: Python package to use MongoDB Atlas as a vector store with LangChain langchain-...
We then used the vLLM inference engine to build a BentoML service and deployed it on BentoCloud with a few simple steps. Consider taking the Associate AI Engineer for Developers career track to learn how to integrate AI into software applications using APIs and open-source libraries. Develop ...
How to Develop Generative AI Models? There are multiple types of generative models, and combining the positive attributes of each results in the ability to create even more powerful models. Below is a breakdown: Diffusion models:Also known as denoising diffusion probabilistic models (DDPMs), diffus...
Hallucinations in large language models help develop unique immersive experiences and construct virtual worlds. Game developers and VR designers can design new domains that take user experiences to the next level. It also adds an element of surprise and wonder to gaming adventures. ...
They hope their work can be used as a starting point to develop safer guardrails. She is currently researching the potential harms associated with these kinds of LLM behaviors, the way they affect humans and their attitudes toward other people, and the importance of mak...
The breakthrough of LLMs is that they allow computers to analyze and understand human language. Before the popularization of LLMs, computers could only receive instructions rigidly, usually via pre-set instructions or a user interface. Sometimes, they also required you to develop certain skills to...
Another way we can run LLM locally is withLangChain. LangChain is a Python framework for building AI applications. It provides abstractions and middleware to develop your AI application on top of one of itssupported models. For example, the following code asks one question to themicrosoft/DialoG...
Make these documents living artifacts by regularly reviewing and updating them to reflect new threats and organizational changes. Security awareness and training Develop acomprehensive training programthat includes the following: Secure coding practices for developers. ...