Understanding LoRA with a minimal example
LoRA (Low-Rank Adaptation) is a new technique for fine tuning large scale pre-trained models. Such models are usually trained on general domain data, so as to have the maximum amount of data. In order to obtain better results in tasks like chatting or question answering, these models can be further ‘fine-tuned’ or adapted on domain specific data. It’s possible to…
What to Expect From Amazon’s Alexa+ Voice Assistant With AI Features
Amazon announced Alexa+, its new voice assistant, on Wednesday.The company unveiled AI-powered features for Alexa+.Amazon has spent years trying to grow its Alexa business after early success.Alexa just got a long-awaited AI upgrade.Amazon unveiled Alexa+, its latest voice assistant, at an event Wenesday morning in New York City.Among the additions are AI-powered features. The new Alexa can provide dinner recipes,…
The Role Of Human Feedback In Improving LLM Precision
Artificial intelligence, particularly large language models, has made astonishing strides in mimicking human language and thought. These sophisticated systems can generate text, answer queries, and even write code proficiently. Yet, pursuing truly precise AI extends beyond algorithmic brilliance and data abundance. A critical, irreplaceable component in this journey is human judgment. This article delves into the crucial role of human…
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Medical Data De-Identification for Healthcare AI
Healthcare is experiencing a data-driven revolution. From AI models that read radiology…
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