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ai

generative ai

QuestionAnswer
TRANSFORMER BASED MODEL wizards in language and sequential tasks
DISCRETE VQ-VAEs opt for a __________ latent space representation.
DIFFUSION MODELS TEXT-2-IMAGE GENERATION, DRUG DISCOVERY, MEDICAL IMAGING, LANGUAGE TRANSLATION
ADVANTAGES OF DIFFUSION MODELS OVER GANS DISENTANGLED LATENT SPACE REPRESENTATION, DATA MANIPULATION, EASIER TO TRAIN
APPLICATIONS OF TRANSFORMER MODELS DATA ANALYSIS, CODE GENERATION
What is the primary purpose of prompt engineering in the context of large language models (LLMs)? TO GUIDE LLM'S IN GENERATING DESIRED OUTPUTS
GAN's digital artists, crafting stunning visuals
VAE's DIGITAL WIZARDS They transform data into a secret code and use it to create new things. They consist of two parts (Encoder-Decoder Duo), working together to translate between data and code.
GENERATIVE AI Uses machine learning to create new data (images, text, music, code) by learning patterns from existing data. It mirrors human creativity, evolving into a powerful tool for artistic expression and scientific discovery.
Created by: Lyric411
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