Abstract: Data preprocessing is crucial in the Machine Learning pipeline because the models’ learning ability directly affects the quality of data and the underlying information acquired from this ...
But for industries dependent on heavy engineering, the reality has been underwhelming. Engineers ask specific questions about infrastructure, and the bot hallucinates. The failure isn't in the LLM.
An AI-powered IDP prototype that transforms unstructured data into actionable insights. Analyzes documents, videos, audio files, and images with hybrid search (vector + keyword), knowledge graph ...
This repository contains code for training and running the audio encoder and LLM pipeline described in our Interspeech 2024 paper, Prompting Large Language Models with Audio for General-Purpose Speech ...
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As AI engineers, crafting clean, efficient, and maintainable code is critical, especially when building complex systems. Let’s explore some key design patterns that are particularly useful in AI and ...
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