AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project?

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Unite.AI

JANUARY 10, 2024

By integrating the sophisticated language processing capabilities of models like ChatGPT with the versatile and widely-used Scikit-learn framework, Scikit-LLM offers an unmatched arsenal for delving into the complexities of textual data. and the user-friendly environment of Scikit-learn. Why Scikit-LLM?

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Large Language Models LLM Machine Learning Natural Language Processing 147

Heartbeat

FEBRUARY 22, 2024

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. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

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Artificial Intelligence Artificial Intelligence LLM OpenAI 52

AI News

AUGUST 8, 2023

OpenAI has introduced a web crawling tool named “GPTBot,” aimed at bolstering the capabilities of future GPT models. OpenAI’s announcement follows closely on the heels of the company’s submission of a trademark application for “GPT-5,” which is anticipated to succeed the current GPT-4 model.

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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 139

Ehud Reiter

JULY 31, 2023

And in trying to apply Watson to cancer treatment, one of medicine’s biggest challenges, IBM encountered a fundamental mismatch between the way machines learn and the way doctors work “Dome” above refers to a room that IBM used for Watson demos. Are there lessons for LLMs?

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AI News

JULY 19, 2023

” 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. While Llama 2’s performance may not yet rival OpenAI’s GPT-4, it shows remarkable promise for an open-source model. Tiers: 7B, 13B, 70B.

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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

Towards AI

FEBRUARY 20, 2024

Image by Author via Dall-E Welcome to the third article of this LLM Series, where we’re stoking the flames of innovation with OpenAI models U+1F525U+1F525. In this edition, we’ll be exploring multiple-function calling, a technique designed to supercharge the efficiency and capabilities of Language Learning Models.

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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 112

Marktechpost

APRIL 25, 2024

Heatmap representing the relative importance of terms in the context of LLMs Source: marktechpost.com 1. LLM (Large Language Model) Large Language Models (LLMs) are advanced AI systems trained on extensive text datasets to understand and generate human-like text. These models typically involve an encoder and a decoder.

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Large Language Models LLM Neural Network Natural Language Processing 130

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. To initialize the OpenAI client, we need to pass the API key.

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Towards AI

MAY 6, 2024

Validating Output from Instruction-Tuned LLMs Checking outputs before showing them to users can be important for ensuring the quality, relevance, and safety of the responses provided to them or used in automation flows. In this article, we will learn how to use the Moderation API by OpenAI to ensure safety and free of harassment output.

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Prompt Engineer Prompt Engineering LLM OpenAI 73

Towards AI

FEBRUARY 18, 2024

Trying out the agents to do data scientist activityImage generated by DALL-E 3 LLM-based Agents or LLM Agents are agent structures that could execute complex tasks with LLM applications that have an architecture that combines LLMs with components like planning and memory.

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Data Science LLM Data Scientist Explainability 117

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 125

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. But in fact, owning your own LLM is quite feasible.

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Machine Learning LLM Large Language Models Data Scientist 52

Analytics Vidhya

APRIL 19, 2023

OpenAI, the tech startup known for developing the cutting-edge natural language processing algorithm ChatGPT, has warned that the research strategy that led to the development of the AI model has reached its limits.

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Flipboard

DECEMBER 15, 2023

As chief information security officer at Anthropic, and one of only three senior leaders reporting to CEO Dario Amodei, Jason Clinton has a lot on his plate. Clinton oversees a small team tackling everything from data security to physical security at the Google and Amazon-backed startup, which is …

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LLM OpenAI Artificial Intelligence Artificial Intelligence 171

Towards AI

FEBRUARY 19, 2024

You know, that thing OpenAI used to make GPT3.5 used RLHF to reinforce the LLM to make it ChatGPTComplete Code Walkthrough: Train Your Own RLHF ModelComplete Code Walkthrough: How to make the LLM Reinforce Itself Without Human Labelers, i.e Author(s): Tim Cvetko Originally published on Towards AI. into ChatGPT?

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LLM BERT OpenAI ChatGPT 99

Heartbeat

JANUARY 19, 2024

As prompt engineering is fundamentally different from training machine learning models, Comet has released a new SDK tailored for this use case comet-llm. In this article you will learn how to log the YOLOPandas prompts with comet-llm, keep track of the number of tokens used in USD($), and log your metadata.

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LLM Metadata Prompt Engineer Prompt Engineering 52

Marktechpost

DECEMBER 24, 2023

Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. To tackle the shortcomings of existing models, researchers at Microsoft have released InsightPilot, a system that automates the process of data exploration using LLMs. If you like our work, you will love our newsletter.

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LLM Automation Insight Engine Data Analysis 134

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 98

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

Marktechpost

DECEMBER 12, 2023

LLMCompiler enables parallel execution of function calls through its components: LLM Planner, Task Fetching Unit, and Executor. LLMCompiler is a framework that enables LLMs to perform parallel function calls, enhancing efficiency and accuracy in multi-function tasks. latency speedup, 6.7x cost savings, and 9% accuracy improvement.

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LLM Software Development OpenAI AI Researcher 98

Towards AI

JANUARY 30, 2024

You can learn more about basic transformer architecture here. What is finetuning Finetuning involves taking an LLM that’s already been trained and adjusting it with a more specific, smaller dataset that’s tailored to specific task. Lets get familiar with the environment.

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Marktechpost

JULY 22, 2023

The chatbot is built on Apple’s proprietary large language model (LLM) framework, known as “Ajax.” ” Apple has partnered with Google Cloud to accelerate the development process and utilized the Google JAX framework, specifically designed to enhance machine learning research.

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AI Tools OpenAI Generative AI Large Language Models 96

Marktechpost

AUGUST 3, 2023

However, the costs associated with LLM API calls might become significant when the application gains popularity and experiences increased traffic levels. When processing many queries, LLM services may also have lengthy wait periods. An open-source GPTCache program can make LLMs faster by caching their output answers.

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LLM Large Language Models OpenAI ChatGPT 98

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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Topbots

FEBRUARY 19, 2024

However, building a successful LLM application involves much more than just leveraging advanced technology. When embarking on the journey of building an LLM application, one of the first and most crucial decisions is choosing the foundation model. Create Targeted Evaluation Sets for Comparing LLM Performance in Your Specific Use Case.

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LLM Natural Language Processing Automation Data Ingestion 64

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. Through training, LLMs learn to predict the next word in a sequence, given the words that have come before.

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Large Language Models LLM Machine Learning DevOps 189

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. With its enhanced features and capabilities, the H200 stands as a testament to Nvidia's commitment to pushing the frontiers of AI technology.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

9 Open Source LLMs and Agents to Watch These are some interesting and new LLMs and LLM agents that we are following and that you should be too. Martin and Other Authors Sue OpenAI George R.R. Martian, Jodi Picoult, and John Grisham with other authors filed a lawsuit against OpenAI for “systematic theft on a mass scale.”

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Prompt Engineer Prompt Engineering LLM Data Scientist 52

IBM Journey to AI blog

APRIL 24, 2024

Prompt injections are a type of attack where hackers disguise malicious content as benign user input and feed it to an LLM application. The hacker’s prompt is written to override the LLM’s system instructions, turning the app into the attacker’s tool. It wasn’t hard to do. Breaking down how the remoteli.io

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LLM Large Language Models Chatbots Artificial Intelligence 227

Heartbeat

NOVEMBER 22, 2023

Create a Simple E-commerce Chatbot Using OpenAI + CometLLM Forget about complicated Deep Learning algorithms — making a chatbot is way simpler with OpenAI and CometLLM. I write about Machine Learning on Medium || Github || Kaggle || Linkedin. ? Building a Shopbot using OpenAI and CometLLM 1.

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Chatbots OpenAI Deep Learning Machine Learning 52

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. In this blog post we will discuss the importance of LLMOps principles and best practices, which will enable you to take your existing or new machine learning projects to the next level.

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Large Language Models LLM Machine Learning Automation 92

Towards AI

MAY 9, 2023

Streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. Put them all together, and you get a full-stack LLM app! In this tutorial, we are going to be continuing my pet LLM project, building an LLM that answers questions on Langchain.

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Large Language Models LLM OpenAI Python 89

Analytics Vidhya

MAY 17, 2023

Have you ever wondered how machines learn to understand human language and respond accordingly? Let’s take a look at ChatGPT – the revolutionary language model developed by OpenAI. Introduction Welcome to the future of AI: Generative AI! With its groundbreaking GPT-3.5

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