Orca LLM: Simulating the Reasoning Processes of ChatGPT
Analytics Vidhya
JANUARY 2, 2024
Among these models, ChatGPT, developed by OpenAI, stands out for its ability to engage in coherent and contextually relevant conversations.
ChatGPT LLM Machine Learning OpenAI 
A Beginners Guide to LLMOps For Machine Learning Engineering
Analytics Vidhya
SEPTEMBER 27, 2023
Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.
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Building an LLM Model using Google Gemini API
Analytics Vidhya
DECEMBER 15, 2023
Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space.
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Unlearning Copyrighted Data From a Trained LLM – Is It Possible?
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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Building an AI Storyteller Application Using LangChain, OpenAI and Hugging Face
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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How Does ChatGPT Work: From Pretraining to RLHF
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. With its groundbreaking GPT-3.5
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Large Language Models with Scikit-learn: A Comprehensive Guide to Scikit-LLM
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?
OpenAI wants teachers to use ChatGPT for education
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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Mistral AI’s New Model: An Alternative to ChatGPT?
Analytics Vidhya
FEBRUARY 27, 2024
Established in April 2023, the organization was founded by former Meta, OpenAI, and Google DeepMind researchers, namely Arthur Mensch, Timothée Lacroix, and Guillaume Lample. Recently, it has gained traction in the LLM trend. But why is Mistral in the […] The post Mistral AI’s New Model: An Alternative to ChatGPT?
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OpenAI deploys web crawler in preparation for GPT-5
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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The End of the Giant AI Models Era: OpenAI CEO Warns Scaling Era Is Over
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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Meta launches Llama 2 open-source LLM
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.
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ChatGPT Enterprise — To Go Where No LLM Has Gone Before
Towards AI
AUGUST 31, 2023
OpenAI launches a business-oriented version of ChatGPT-4 This member-only story is on us. image: Photo by Razvan Chisu on Unsplash | edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise. Upgrade to access all of Medium.
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Deploy Your Company’s Own Secure And Private ChatGPT with Azure OpenAI
Towards AI
SEPTEMBER 9, 2023
By now, you are probably aware that it’s not a very good idea to use confidential company data with ChatGPT. When you use ChatGPT, you give OpenAI (the company behind ChatGPT) express consent to use data from your interaction — this includes the questions you enter and responses returned by the service — for their own use.
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Getting Started with OpenAI: The Lingua Franca of AI
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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Build Your Own RLHF LLM — Forget Human Labelers!
Towards AI
FEBRUARY 19, 2024
You know, that thing OpenAI used to make GPT3.5 into ChatGPT? 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.
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MLOPs with Azure Machine Learning, How to Own Your Own LLM Model, and Recent AI Acquisitions
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.
A quick introduction to the Large language model (ChatGPT)
Becoming Human
MAY 15, 2023
As a result, LLMs have become a key tool for a wide range of NLP applications. ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM. You can even try this out on the OpenAI website to get a feel. If you are interested in learning more about how NLP works, you can learn how to write Python code.
GPT-5 is now Trademarked by OpenAI: What Does That Say About the Future of ChatGPT?
Towards AI
AUGUST 11, 2023
In that year, Google bought DeepMind — a machine learning startup — for over $600 Million. Development in Deep Learning was at its golden state. A small startup named OpenAI got formed then after a year, in Dec 2015. A small startup named OpenAI got formed then after a year, in Dec 2015. What is it hinting to us?
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Meet GPTCache: A Library for Developing LLM Query Semantic Cache
Marktechpost
AUGUST 3, 2023
ChatGPT and large language models (LLMs) are extremely flexible, allowing for the creation of numerous programs. However, the costs associated with LLM API calls might become significant when the application gains popularity and experiences increased traffic levels. To function, GPTCache caches the LLM’s final replies.
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ChatGPT, Author of The Quixote
O'Reilly Media
MARCH 26, 2024
Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI. Researchers are finding more and more ways to extract training data from ChatGPT and other models. An LLM is 100% dreaming and has the hallucination problem.
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Beauty, lies & ChatGPT: Welcome to the post-truth world
FEBRUARY 16, 2023
Two months back, a company called OpenAI released its chatbot, ChatGPT, to the public. ChatGPT is a so-called Large Language Model (LLM) that is …
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The Enigma for ChatGPT: PUMA is an AI Approach That Proposes a Fast and Secure Way for LLM Inference
Marktechpost
AUGUST 25, 2023
The release of ChatGPT has sparked the ignition for the era of LLMs, and since then, we have seen them ever improving. There have been numerous alternatives proposed to ChatGPT, and they got better and better every day, even managing to surpass ChatGPT in certain tasks.
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AI News Weekly - Issue #373: House launching AI task force - Feb 22nd 2024
AI Weekly
FEBRUARY 22, 2024
techcrunch.com Microsoft-backed OpenAI valued at $80bn after company completes deal Company to sell existing shares in ‘tender offer’ led by venture firm Thrive Capital, in similar deal as early last year theguardian.com Applied use cases AI is making critical health care decisions. venturebeat.com Ethics China’s Rush to Dominate A.I.
Evaluating chatGPT
Ehud Reiter
APRIL 4, 2023
Occasionally people ask for my advice on evaluating chatGPT (or GPT4). I love getting such questions, because they are much more constructive than, say, debating whether chatGPT is “Artificial general intelligence” (AGI) or a threat to humanity. Such people want to capitalise on chatGPT’s prominence and visibility.
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6 Ways You Should Not Try To Use ChatGPT To Make Money
OCTOBER 4, 2023
ChatGPT has been the internet's favorite new toy. The large language model (LLM) artificial intelligence developed by OpenAI purports to be able to write just about anything you can imagine needing,
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Bridging Large Language Models and Business: LLMops
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.
Apple’s Next Move: Developing ‘Apple GPT’ and Cutting-Edge Generative AI Tools to Challenge OpenAI
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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The ChatGPT Surge
O'Reilly Media
AUGUST 8, 2023
I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. The number of searches for Machine Learning itself held steady, though it arguably declined slightly when ChatGPT appeared. What can we make of this?
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Top 10 Open Source LLMs To USE In Your Next LLM Application
Towards AI
AUGUST 6, 2023
Build LLM Based Applications Without Getting Run Out of Money This member-only story is on us. Large language model-based applications have been on the hype for the last ten months after ChatGPT was released by OpenAI. Since then, a lot of companies and startups launched applications and products that are based on LLMs.
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How does Bing Chat Surpass ChatGPT in Providing Up-to-Date Real-Time Knowledge? Meet Retrieval Augmented Generation (RAG)
Marktechpost
NOVEMBER 29, 2023
With the development of Large Language Models (LLMs) in recent times, these models have brought about a paradigm change in the fields of Artificial Intelligence and Machine Learning. Transparency – RAG implementation enables users to retrieve the sources of the model in LLM-based Q&A systems. How does RAG work?
The 10 Best AI Search Engines to Try in 2024
Unite.AI
MARCH 15, 2024
Moreover, the search engine uses LLM combined with live data to answer questions and summarize information based on the top sources. Exa.ai (formerly Metaphor.ai) Exa is an AI search engine that uses a Large Language Model (LLM). The basic package uses OpenAI's ChatGPT -3.5,
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10 Best Prompt Engineering Courses
Unite.AI
FEBRUARY 23, 2024
Prompt engineering is the art and science of crafting inputs (or “prompts”) to effectively guide and interact with generative AI models, particularly large language models (LLMs) like ChatGPT. The second course, “ChatGPT Advanced Data Analysis,” focuses on automating tasks using ChatGPT's code interpreter.
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AI News Weekly - Issue #369: Mark Zuckerberg’s new goal is creating AGI (artificial general intelligence) - Jan 25th 2024
AI Weekly
JANUARY 25, 2024
ft.com OpenAI starts investing in robotics companies The company has secured a whopping $100 million in funding, with OpenAI’s startup fund contributing $23.5 Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies. decrypt.co
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Perplexity Unveils Two New Online LLM Models: ‘pplx-7b-online’ and ‘pplx-70b-online’
Marktechpost
DECEMBER 3, 2023
While existing LLMs like Google Bard, ChatGPT, and BingChat have made strides in online browsing, none have extended this functionality via an API. These evaluations involved comparisons with leading models like OpenAI’s gpt-3.5 and Meta AI’s llama2-70b, focusing on holistic performance and specific criteria.
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The Vulnerabilities and Security Threats Facing Large Language Models
Unite.AI
FEBRUARY 28, 2024
LLMs are a class of artificial intelligence systems that have been trained on massive text corpora, allowing them to generate remarkably human-like text and engage in natural conversations. Modern LLMs like OpenAI's GPT-3 contain upwards of 175 billion parameters, several orders of magnitude more than previous models.
How to prevent prompt injection attacks
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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Deploying a Langchain Large Language Model (LLM) with Streamlit & Pinecone
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.
Researchers from Microsoft and Hong Kong Baptist University Introduce WizardCoder: A Code Evol-Instruct Fine-Tuned Code LLM
Marktechpost
AUGUST 24, 2023
Large Language Models (LLMs) have recently attracted much interest and achieved remarkable success. OpenAI’s ChatGPT, in particular, stands out as a notable example. For instance, OpenAI’s InstructGPT asked human annotators to offer specific instructions to verify conformity with users’ objectives.
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Dr. ChatGPT Will Interface With You Now
JULY 7, 2023
If you’re a typical person who has plenty of medical questions and not enough time with a doctor to ask them, you may have already turned to ChatGPT for help. Have you asked ChatGPT to interpret the results of that lab test your doctor ordered? And this, frankly, was before OpenAI had done some major aligning on the model.
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AI News Weekly - Issue #348: Inside Google's Plans To Fix Healthcare With Generative AI - Aug 31st 2023
AI Weekly
AUGUST 31, 2023
Powered by appliedintelligence.live In the News 10 Great Colleges For Studying Artificial Intelligence Interest in AI is on the rise—here are 10 schools that offer undergraduate majors or minors in machine learning and AI. forbes.com Sponsor You’re Invited to Applied Intelligence Live! dailymail.co.uk dailymail.co.uk dailymail.co.uk
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How RLHF Preference Model Tuning Works (And How Things May Go Wrong)
AssemblyAI
AUGUST 3, 2023
The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior.
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Tutorial: Publishing a Custom Version of ChatGPT on the GPT Store
Towards AI
JANUARY 12, 2024
The GPT Store and Customizable GPTs OpenAI introduced the GPT Store on January 10, offering ChatGPT Plus, Team, and Enterprise users a platform to find and create custom versions of ChatGPT. OpenAI disclosed that 3 million GPTs have already been created!
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