ODSC - Open Data Science

MARCH 13, 2025

For On-Device AI : TinyLlama and Gemma 2B are the best options for mobile and edge computing. Future Trends in Lightweight LLMs The rise of lightweight LLMs is driven by several keytrends: Hybrid AI: Combining local AI models with cloud-based inference for optimal efficiency.

Hybrid AI 52

Hybrid AI LLM Prompt Engineer Prompt Engineering 52

NVIDIA

MAY 29, 2024

As the capabilities and use cases for generative AI continue to grow, so does the demand for compute to support it. Hybrid AI combines the onboard AI acceleration of NVIDIA RTX with scalable, cloud-based GPUs to effectively and efficiently meet the demands of AI workloads.

Generative AI 94

Generative AI Hybrid AI Data Scientist Neural Network 94

ODSC - Open Data Science

APRIL 6, 2023

Graph Viz: Exploring, Analyzing, and Visualizing Graphs and Networks with Gephi and ChatGPT ChatGPT can do a lot with text, but how can it help with data viz? Here, we look at how you can analyze a global AI research community using Gephi and ChatGPT. 5 Practical Business Use Cases for Large Language Models LLMs are everywhere now.

ChatGPT 52

ChatGPT Data Science Large Language Models Machine Learning 52

ODSC - Open Data Science

NOVEMBER 21, 2024

Understanding the Core Limitations of Large Language Models: Insights from Gary Marcus Gary Marcus, a leading voice and critic of AI, shared his thoughts in a recent podcast, where he explored LLMs’ limitations, the need for hybrid AI approaches, and more. Led Global AI Alliance, the latest in AI investments, & more.

Data Science 40

Data Science Hybrid AI Large Language Models Deep Learning 40

ODSC - Open Data Science

DECEMBER 2, 2024

This blog explores Marcus’s insights, addressing LLMs’ inherent limitations, the need for hybrid AI approaches, and the societal implications of current AI practices. The Case for Hybrid AI Models A significant portion of Gary Marcus’s discussion revolves around hybrid AI as a necessary evolution.

Large Language Models 40

Large Language Models Hybrid AI Deep Learning OpenAI 40

NVIDIA

NOVEMBER 4, 2024

NVIDIA AI Blueprint Harnesses Vision Language Models Visual AI agents are powered by vision language models (VLMs) , a class of generative AI models that combine computer vision and language understanding to interpret the physical world and perform reasoning tasks.

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Computer Vision Visual AI Generative AI Hybrid AI 128