Generative AI marks a significant advancement in machine learning, going beyond the usual limits. It enables machines not only to learn from existing data but also to create entirely new and realistic data instances. One of the most promising applications of generative AI is data augmentation. ...
General Generative AI Applications > Video Applications 1. Video Generation Real-life example: OpenAI’s Sora video generator is being marketed to Hollywood Studios.2 2. Video Prediction Real-life example: Lucid Dream Network enhanced its video production by utilizing Pictory’s script-to-video too...
# peft 代码。# https://github.com/huggingface/peft#Ref. https://github.com/huggingface/peft/blob/main/examples/conditional_generation/peft_prompt_tuning_seq2seq.ipynbfrompeftimportget_peft_model,PromptTuningInit,PromptTuningConfig,TaskType# creating modelpeft_config=PromptTuningConfig(task_type=TaskTy...
By exploring real-life use cases, we uncover the tangible impact of generative AI on individuals and organizations. Sometimes, it’s best to understand how others are using a new technology to gain a new perspective or approach on your own journey. Key Findings 1) Diverse Applications: By thi...
Today, neural networks (NN) are revolutionizing business and everyday life, bringing us to the next level in artificial intelligence (AI). By emulating the way interconnected brain cells function, NN-enabled machines (including the smartphones and computers that we use on a daily basis) are ...
One of these is, to our knowledge, the largest, randomized controlled trial of the introduction of generative AI into organizations. Overall, the research suggests that generative AI is already aiding workers in becoming more productive in their day-to-day jobs in significant ways. However, the ...
概述:课程: Learn the fundamentals of generative AI for real-world applications课程由吴恩达旗下deeplearning.ai出品,授课由AWS的AI团队的工程师进行。可以免费看视频,课程内的代码内容需要订阅才能使用。…
What’s really beautiful is now, with generative AI, we don’t need structured data sets anymore. And that’s the big shift over the last 1 or 2 years where the AI itself got so much smarter that it can make sense out of the unstructured data mess. And then it’s really awesome fo...
As the technology itself is called Generative AI, generating any form of content is one of its biggest features. Within that capability, creating text stands out the most for businesses. To add to that, this text generation can be enhanced even further with the use of Natural Language Processi...
The Next Token of Progress: 4 Unlocks on the Generative AI Horizon | Andreessen Horowitz [2309.07930] Generative AI: discusses a model-, system-, and application-level view on generative AI. The state of AI in 2023: Generative AI’s breakout year | McKinsey A jargon-free explanation of how...