Unite.AI

JANUARY 23, 2024

In the domains of artificial intelligence (AI) and machine learning (ML), large language models (LLMs) showcase both achievements and challenges. Trained on vast textual datasets, LLM models encapsulate human language and knowledge. Why is LLM Unlearning Needed?

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Marktechpost

APRIL 8, 2024

Researchers from the University of Pennsylvania, ETH Zurich, EPFL, and Sony AI introduce JailbreakBench , a benchmark designed to standardize best practices in the evolving field of LLM jailbreaking. The AIM template from JBC effectively targets Vicuna but fails on Llama-2 and GPT models, potentially due to patching by OpenAI.

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Large Language Models Machine Learning Algorithm LLM 97

Becoming Human

MAY 15, 2023

When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). As a result, LLMs have become a key tool for a wide range of NLP applications. You can even try this out on the OpenAI website to get a feel.

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Large Language Models ChatGPT Neural Network LLM 124

deepsense.ai

JULY 30, 2023

The recent strides made in the field of machine learning have given us an array of powerful language models and algorithms. These models offer tremendous potential but also bring a unique set of challenges when it comes to building large-scale ML projects. What is LLMOps?

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Large Language Models LLM Machine Learning Automation 92

Flipboard

MARCH 30, 2023

(Fixie Photo) The news: Fixie , a new Seattle-based startup aiming to help companies fuse large language models into their software stack, raised a $17 million seed round. The context: Large language models, or LLMs, are algorithms that power artificial intelligence systems such as OpenAI’s ChatGPT.

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Large Language Models Natural Language Processing Automation Machine Learning 161

Towards AI

MAY 9, 2023

Deploying a full-stack Large Language model application using Streamlit, Pinecone (vector DB) & Langchain Photo by David Pupăză on Unsplash LangChain is a library that helps developers build applications powered by large language models (LLMs).

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Large Language Models LLM OpenAI Python 89

Mlearning.ai

MAY 5, 2023

A basic introduction to large language models and their emergence Source: Here “GPT is like alchemy!”  — Ilya Sutskever, chief scientist of OpenAI WE CAN CONNECT ON :| LINKEDIN | TWITTER | MEDIUM | SUBSTACK | In recent years, there has been a great deal of buzz surrounding large language models, or LLMs for short.

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Large Language Models Neural Network Natural Language Processing Deep Learning 98

Marktechpost

JULY 16, 2023

Large Language Models have taken the Artificial Intelligence community by storm. The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. These models are helping Artificial Intelligence and Machine Learning move rapidly through a paradigm shift.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 89

Flipboard

JULY 4, 2023

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. From education and finance to healthcare and media, LLMs are contributing to almost every domain. What are Vector Databases?

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Large Language Models Machine Learning Natural Language Processing BERT 126

Towards AI

MAY 12, 2024

When we think about large language models (LLM), we often imagine them as super-smart databases filled with internet knowledge, ready to answer any question we throw at them. Last Updated on May 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI.

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LLM OpenAI Large Language Models Python 103

Flipboard

AUGUST 31, 2023

It’s not only programming, journalism and content moderation that OpenAI is seeking to revolutionize with the use of its landmark large language models (LLM) GPT-3, GPT-3.5 Today, the company published a new blog post titled “Teaching with AI” that outlines examples of six educators from …

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OpenAI Large Language Models ChatGPT LLM 180

Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. The introduction of the transformer architecture has provided a new paradigm for building models that understand and generate human language with unprecedented accuracy and fluency.

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Large Language Models NLP Convolutional Neural Networks Neural Network 112

Marktechpost

SEPTEMBER 15, 2023

Recently, Large Language Models (LLMs) have played a crucial role in the field of natural language understanding, showcasing remarkable capabilities in generalizing across a wide range of tasks, including zero-shot and few-shot scenarios. An overview of the proposed approach is presented in the figure below.

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Large Language Models LLM OpenAI AI Researcher 122

Marktechpost

NOVEMBER 27, 2023

Large Language Models (LLMs) have recently gained a lot of appreciation from the Artificial Intelligence (AI) community. These models have remarkable capabilities and excel in fields ranging from coding, mathematics, and law to even comprehending human intentions and emotions. Unlike GPT 3.5,

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Large Language Models Natural Language Processing LLM Artificial Intelligence 106

Towards AI

APRIL 4, 2024

OpenAI released ChatGPT and the world was mesmerised. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months. However, for developers, LLMs have been accessible for longer than that. GPT4 to generate text for their applications.

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Marktechpost

APRIL 24, 2024

The rise of Large Language Models (LLMs) like OpenAI’s Generative Pretrained Transformer (GPT) series has expanded capabilities into dynamic code generation. Frameworks like Langchain and HuggingFace’s Transformer Agent further integrate LLMs with external data for adaptive responses.

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Machine Learning AI Researcher AI Research Large Language Models 137

AI News

JULY 19, 2023

According to Meta’s claims, these models “outperform open source chat models on most benchmarks we tested.” ” The release of Llama 2 marks a turning point in the LLM (large language model) market and has already caught the attention of industry experts and enthusiasts alike.

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LLM Large Language Models Big Data ChatGPT 169

Mlearning.ai

JUNE 9, 2023

A Look at Emerging Technical Stacks and Enabling Technologies Challenges of building LLM-powered apps I want to survey building AI applications powered by large language models and related emerging technologies. I have written several articles ( 1 , 2 , 3 ) on large language models and generative AI.

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Large Language Models LLM OpenAI AI 52

Analytics Vidhya

DECEMBER 24, 2023

Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. Utilizing open-source […] The post Building an AI Storyteller Application Using LangChain, OpenAI and Hugging Face appeared first on Analytics Vidhya.

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Marktechpost

JUNE 29, 2023

The popularity and usage of Large Language Models (LLMs) are constantly booming. With the enormous success in the field of Generative Artificial Intelligence, these models are leading to some massive economic and societal transformations.

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Large Language Models Natural Language Processing Neural Network LLM 100

Marktechpost

JULY 14, 2023

Large Language Models (LLMs) have rapidly gained enormous popularity by their extraordinary capabilities in Natural Language Processing and Natural Language Understanding. The recent model developed by OpenAI, which has been in the headlines, is the well-known ChatGPT.

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Large Language Models Natural Language Processing LLM Artificial Intelligence 98

Marktechpost

JULY 27, 2023

Large Language Models are the new trend, thanks to the introduction of the well-known ChatGPT. Developed by OpenAI, this chatbot does everything from answering questions precisely, summarizing long paragraphs of textual data, completing code snippets, translating the text into different languages, and so on.

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Large Language Models Neural Network LLM Natural Language Processing 98

AWS Machine Learning Blog

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

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Large Language Models BERT NLP Data Scientist 101

Marktechpost

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. Large Language Models The development of Large Language Models (LLMs) represents a huge step forward for Artificial Intelligence.

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Large Language Models Natural Language Processing LLM BERT 98

Towards AI

APRIL 3, 2024

A Step-by-Step Guide to Understand and Implement an LLM-based Sensitive Data Detection WorkflowSensitive Data Detection and Masking Workflow — Image by Author Introduction What and who defines the sensitivity of data ?What Hand-On Tutorial — Implementation of an LLM Powered Data Profiler Local LLM Setup 1.

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Large Language Models LLM OpenAI AI 97

Heartbeat

FEBRUARY 22, 2024

While researching LLMs (large language models), I came across PandasAI, a library that adds Generative AI capabilities to Pandas. Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models.

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Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Marktechpost

JULY 4, 2023

Computer programs called large language models provide software with novel options for analyzing and creating text. It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size.

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Large Language Models BERT Natural Language Processing Categorization 98

Marktechpost

AUGUST 26, 2023

LLMs have changed the way language processing (NLP) is thought of, but the issue of their evaluation persists. Old standards eventually become irrelevant, given that LLMs can perform NLU and NLG at human levels (OpenAI, 2023) using linguistic data. The currently available metrics for open-ended QA are subjective.

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Large Language Models LLM NLP AI 98

Heartbeat

AUGUST 2, 2023

Introduction to LLMs LLM in the sphere of AI Large language models (often abbreviated as LLMs) refer to a type of artificial intelligence (AI) model typically based on deep learning architectures known as transformers. They are usually trained on a massive amount of text data.

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Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

Flipboard

AUGUST 24, 2023

A day after OpenAI announced that it will offer new built-in support for users to fine-tune its GPT-3.5 Turbo large language model (LLM), which allows enterprises to bring their proprietary data for training the model and run it at scale, the company named Scale AI as its “preferred partner” to …

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OpenAI Large Language Models LLM AI 120

Unite.AI

NOVEMBER 13, 2023

This cutting-edge graphics processing unit emerges as an upgrade to its predecessor, the H100, which notably played a pivotal role in training OpenAI's advanced large language model, GPT-4. As AI models become increasingly complex and data-intensive, the demand for more powerful and efficient GPUs has skyrocketed.

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Large Language Models AI AI Machine Learning 329

Mlearning.ai

FEBRUARY 21, 2023

Building a Modular Reasoning, Knowledge and Language (MRKL) system using prompt chaining Image by author What is this about? During this tutorial, we will explore how to supercharge Large Language Models (LLMs) with LangChain. In such cases, the accuracy of the underlying LLM is critical.

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Large Language Models LLM OpenAI Natural Language Processing 52

Unite.AI

DECEMBER 7, 2023

Recently, there has been considerable speculation within the AI community surrounding OpenAI's alleged project, Q-star. Background of Mystery It all began when the board of governors at OpenAI suddenly ousted Sam Altman , the CEO, and co-founder. Although Altman was reinstated later, questions persist about the events.

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Large Language Models OpenAI Neural Network Natural Language Processing 204

ODSC - Open Data Science

JULY 13, 2023

MLOPs with Azure Machine Learning The MLOps v2 accelerator is the de-facto MLOps solution from Microsoft going forward. Why Owning Your Own LLM Model is Critical — and Within Reach Many think that only the biggest companies can afford to build their own large language model. Register for free here.

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Machine Learning LLM Large Language Models Data Scientist 52

Marktechpost

MARCH 14, 2024

Vision-Language Models (VLMs) have come a long way recently, as demonstrated by the success of OpenAI’s GPT4-V. The results have shown a notable discrepancy between the remarkable performance of Large Language Models (LLMs) in text-based reasoning tasks and VLMs’ competence in visual deductive reasoning.

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Machine Learning Large Language Models LLM AI 117

Flipboard

JANUARY 26, 2023

Today Atera announced that it is integrating OpenAI Codex with its RMM platform, to help users automatically generate scripts to help execute processes. OpenAI Codex is a large language model (LLM) designed to help users with application development and is a foundational technology that enables the …

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Marktechpost

JULY 18, 2023

In recent years, Large Language Models (LLMs) have gained significant attention as a potential solution for detecting and classifying such misinformation. They primarily focused on four LLM models: Open AI’s Chat GPT-3.0 Through this research, the researchers found out that OpenAI’s GPT-4.0

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