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?

Hybrid AI 246

Hybrid AI Large Language Models LLM Natural Language Processing 246

O'Reilly Media

NOVEMBER 19, 2024

at Google, and “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” by Patrick Lewis, et al., For example, a mention of “NLP” might refer to natural language processing in one context or neural linguistic programming in another. at Facebook—both from 2020. Split each document into chunks.

LLM 127

LLM NLP Hybrid AI Large Language Models 127

Unite.AI

MARCH 22, 2024

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). This learning process allows them to capture the essence of human language making them general purpose problem solvers.

Large Language Models 297

Large Language Models Artificial Intelligence Artificial Intelligence AI 297

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

Unite.AI

JANUARY 23, 2024

Unlike traditional NLP models which rely on rules and annotations, LLMs like GPT-3 learn language skills in an unsupervised, self-supervised manner by predicting masked words in sentences. Their foundational nature allows them to be fine-tuned for a wide variety of downstream NLP tasks. This enables pretraining at scale.

Large Language Models 100

Large Language Models Prompt Engineer Prompt Engineering LLM 100

AWS Machine Learning Blog

NOVEMBER 22, 2023

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 She has over 15 years of working experience in HPC and AI field.

BERT 126

BERT Deep Learning Python Auto-classification 126

deepsense.ai

NOVEMBER 14, 2023

This disruptive tendency manifests every few months and shows no sign of slowing down, with the recent releases of Llama 2 [25] and Mistral [26] (the great hopes of open source NLP [27, 28]) and two proprietary game-changers seemingly just around the corner: Gemini [29] and GPT-5 [30]. Galstyan A. Cresswell J.C., Hosseinzadeh R. Alnajjar K.,

Generative AI 111

Generative AI ML Prompt Engineer Prompt Engineering 111