Generative Modeling
The use of algorithms to generate new data samples that resemble a training dataset, often used in AI for creating realistic outputs.
40 topics found for
“generative models”
RAG
Retrieval-Augmented Generation (RAG) is an AI approach that combines retrieval of relevant documents with generative models to produce accurate and contextually relevant responses.
LLM
Large Language Model (LLM) is an advanced artificial intelligence system trained on vast amounts of text data to understand and generate human-like text.
GPT
Generative Pre-trained Transformer (GPT) is a type of AI model that uses deep learning to generate human-like text based on given input.
AI Temperature
A parameter that controls the randomness of AI-generated text, affecting creativity and coherence.
Synthetic Data
Artificially generated data that mimics real data, used for training machine learning models.
Transformer
A type of model architecture primarily used in natural language processing tasks, known for its efficiency and scalability.
Train/Test
A method of splitting a dataset into two subsets: one for training a model and another for testing its performance.
Creative AI
AI systems designed to generate creative content, such as art, music, and literature.