IBM Journey to AI blog

APRIL 26, 2024

However, there are smaller models that have the potential to innovate gen AI capabilities on mobile devices. Let’s examine these solutions from the perspective of a hybrid AI model. The basics of LLMs LLMs are a special class of AI models powering this new paradigm. Is hybrid AI the answer?

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Hybrid AI Large Language Models LLM Natural Language Processing 246

Flipboard

APRIL 23, 2023

The explosion of new generative AI products and capabilities over the last several months — from ChatGPT to Bard and the many variations from others based on large language models (LLMs) — has driven an overheated hype cycle. In turn, this situation has led to a similarly expansive and passionate …

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Hybrid AI Large Language Models LLM ChatGPT 159

O'Reilly Media

NOVEMBER 19, 2024

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. When a question gets asked, run its text through this same embedding model, determine which chunks are nearest neighbors , then present these chunks as a ranked list to the LLM to generate a response.

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LLM NLP Hybrid AI Large Language Models 127

ODSC - Open Data Science

MARCH 13, 2025

Unlike their massive counterparts, lightweight LLMs offer a practical alternative for applications requiring lower computational overhead without sacrificing accuracy. Together in this blog, were going to explore what makes an LLM lightweight, the top models in 2025, and how to choose the right one for yourneeds.

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Hybrid AI LLM Prompt Engineer Prompt Engineering 52

Marktechpost

FEBRUARY 28, 2025

Specifically, models trained with this method showed improvements in factuality-based question-answering and instruction-following tasks , demonstrating its effectiveness in refining LLM alignment. REWARDAGENT enhances the reliability of reward models and enables more accurate and instruction-adherent LLM responses.

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Hybrid AI LLM Large Language Models AI 54

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.

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Generative AI Hybrid AI Data Scientist Neural Network 103

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Retrieval augments LLMs by allowing huge external context.

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Large Language Models Prompt Engineer Prompt Engineering LLM 100