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Hace 5 días · large language model (LLM), a deep-learning algorithm that uses massive amounts of parameters and training data to understand and predict text. This generative artificial intelligence -based model can perform a variety of natural language processing tasks outside of simple text generation, including revising and translating content.
Hace 4 días · How Does a Large Language Model Work? What You Should Know About LLMs. What Is a Large Language Model? Large language models, such as OpenAI’s GPT-3.5, represent complex artificial intelligence systems. These are designed to not only understand the human-like text provided as input, but also generate text in response.
Hace 1 día · You can mix both "public data" like Wikipedia pages and "private data" without worrying about sharing your data with a third party. Private data could include e.g. your private notes on a topic or PDFs of classified content. As long as you use a local LLM (and a local vector store), you won't have to worry about leaking data.
This is a 100% locally LLM-powered tool designed to facilitate high-quality dataset generation. It utilizes free open-source tools so you can keep everything private and within your control. After considerable thought and debate (this project is the culmination of my few years of learning/experimenting), I've decided to open-source the entire ...
Hace 3 días · Artificial intelligence. In the field of artificial intelligence (AI), AI alignment research aims to steer AI systems toward a person's or group's intended goals, preferences, and ethical principles. An AI system is considered aligned if it advances its intended objectives. A misaligned AI system may pursue some objectives, but not the intended ...
This hands-on course expands your prompting skills to effectively use and build with LLMs. It covers the latest prompting techniques (e.g., few-shot, chain-of-thought, RAG, prompt chaining) that you can apply to a variety of complex use cases such as building personalized chatbots, LLM-powered agents, prompt injection detectors, LLM-powered ...
Hace 4 días · Large Language Model Inference in Beam. In Apache Beam 2.40.0, Beam introduced the RunInference API, which lets you deploy a machine learning model in a Beam pipeline. A RunInference transform performs inference on a PCollection of examples using a machine learning (ML) model. The transform outputs a PCollection that contains the input examples ...
