LLMs have ushered in a new era of general-purpose vision systems, showcasing their prowess in processing visual inputs. This integration has led to the unification of diverse vision-language tasks through instruction tuning, marking a significant stride in the convergence of natural language understanding and visual perception.
Researchers from Johns Hopkins University, Meta, University of Toronto,…
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When I began my data science journey in grad school, I had a naive view of the discipline. Namely, I was hyper-focused on learning tools and technologies (e.g. LSTM, SHAP, VAE, SOM, SQL, etc.) While a technical foundation is necessary to be a successful data scientist, focusing too much on tools creates the “Hammer Problem”…
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Gemini is a new model developed by Google, and Bard is becoming usable again. With Gemini, it is now possible to get almost perfect answers to your queries by providing them with images, audio, and text.
In this tutorial, we will learn about the Gemini API and how to set it up…
The challenge of seamlessly translating textual prompts or spontaneous scribbles into intricate 3D multi-view wire art has long been a pursuit at the intersection of artificial intelligence and artistic expression. Traditional methods like ShadowArt and MVWA have focused on geometric optimization or visual hull reconstruction to synthesize multi-view wire art. However, these approaches often need…
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Math behind this parameter efficient finetuning method Fine-tuning large pre-trained models is computationally challenging, often involving adjustment of millions of parameters. This traditional fine-tuning approach, while effective, demands substantial computational resources and time, posing a bottleneck for adapting these models to specific tasks. LoRA presented an effective solution to this problem by decomposing the update…
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Happy holidays, everyone.
With 2023 almost in the books, KDnuggets is happy to share that we are bringing to a close our most successful year yet! We have experienced unparalleled levels of readership this year, have brought on scores of new readers, and covered topics worthy of our audience's time, all…
In a recent move, Microsoft’s Azure AI platform has expanded its range by introducing two advanced AI models, Llama 2 and GPT-4 Turbo with Vision. This addition marks a significant expansion in the platform’s AI capabilities.
The team at Microsoft Azure AI recently announced the arrival of Llama 2, a set of models developed by…
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