IBM Journey to AI blog

APRIL 26, 2024

Modern AI tools can generate, create, summarize, translate, classify and even converse. Tools in the generative AI domain allow us to generate responses to prompts after learning from existing artifacts. However, there are smaller models that have the potential to innovate gen AI capabilities on mobile devices.

Hybrid AI 246

Hybrid AI Large Language Models LLM Natural Language Processing 246

O'Reilly Media

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). at Google, and “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” by Patrick Lewis, et al., One of the root causes for failures in graphs generated by LLMs involves the matter of entity resolution.

LLM 125

LLM NLP Hybrid AI Large Language Models 125

IBM Journey to AI blog

JULY 6, 2023

We define weak AI by its ability to complete a specific task, like winning a chess game or identifying a particular individual in a series of photos. Natural language processing (NLP) and computer vision, which let companies automate tasks and underpin chatbots and virtual assistants such as Siri and Alexa, are examples of ANI.

Neural Network 178

Neural Network Deep Learning Machine Learning Artificial Intelligence 178

AWS Machine Learning Blog

NOVEMBER 22, 2023

DL2q instances are the first instances to bring Qualcomm’s artificial intelligent (AI) technology to the cloud. Model category Number of models Examples​ NLP​ 157 BERT, BART, FasterTransformer, T5, Z-code MOE Generative AI – NLP 40 LLaMA, CodeGen, GPT, OPT, BLOOM, Jais, Luminous, StarCoder, XGen Generative AI – Image 3 Stable diffusion v1.5

BERT 120

BERT Deep Learning Python Auto-classification 120

deepsense.ai

NOVEMBER 14, 2023

In summary, EDS is a serious, practical issue affecting all areas of GenAI, most notably LLMs [10, 11], and image generation (GANs [12], Diffusion Models [13]). source: The Missing Link in Generative AI | Fiddler AI Blog ]. In this section, we’ll delve into the ‘hard’/technical factors behind EDS in Generative AI.

Generative AI 111

Generative AI ML Prompt Engineering Prompt Engineer 111