Unite.AI

OCTOBER 25, 2023

It demands substantial effort in data preparation, coupled with a difficult optimization procedure, necessitating a certain level of machine learning expertise. You have the flexibility to customize the underlying Large Language Model (LLM) as per your project needs. High-Level Concepts & some Insights 1.

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LLM OpenAI Prompt Engineer Prompt Engineering 304

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. This laid the foundation for a fast-growing underground LLM development scene. The post Meta launches Llama 2 open-source LLM appeared first on AI News.

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LLM Large Language Models Big Data ChatGPT 209

Marktechpost

DECEMBER 12, 2023

Large Language Models (LLMs) like ChatGPT have revolutionized natural language processing, showcasing their prowess in various language-related tasks. Trained in conjunction with the Original LLM’s frozen embedding layer, this plugin predicts the next feature based on the current feature sequence from the second top layer.

Machine Learning 126

Machine Learning LLM Natural Language Processing Large Language Models 126

Unite.AI

JULY 26, 2023

Since its launch, ChatGPT has been making waves in the AI sphere, attracting over 100 million users in record time. The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. And this momentum showed no signs of slowing down.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. An algorithm, essentially a set of procedures, learns to identify patterns from a large set of examples (training data). The culmination of this training is a machine-learning model.

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LLM Machine Learning Explainability Algorithm 264

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. However, many are unsure how to leverage these tools effectively.

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Flipboard

NOVEMBER 21, 2024

OpenAI just made ChatGPT a much better writer. The latest update to the underlying GPT-4o model gave the AI a boost in creativity. This new update …

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OpenAI ChatGPT LLM AI 164

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

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Large Language Models Neural Network LLM ChatGPT 363

Unite.AI

JULY 19, 2024

Some rely on machine learning algorithms, while others use rule-based systems or statistical methods. To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies. Galileo assesses an LLM's propensity to hallucinate across common task types such as question-answering and text generation.

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LLM AI AI Data Quality 279

Flipboard

SEPTEMBER 28, 2023

Here's how to get started running free ChatGPT alternatives using the CPU and GPU of your own PC. Be your own AI content generator! The power of large …

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ChatGPT LLM AI AI 177

AI News

JULY 30, 2024

This new tool, LLM Suite, is being hailed as a game-changer and is capable of performing tasks traditionally assigned to research analysts. The memo states, “Think of LLM Suite as a research analyst that can offer information, solutions, and advice on a topic.”

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AI Chatbots Chatbots LLM Large Language Models 299

Unite.AI

JUNE 22, 2023

Using state-of-the-art machine learning and advanced statistical analysis , Digits converts millions of data points into a living model of your business. Can you discuss the types of machine learning algorithms that are used? You might have seen some examples with ChatGPT that are pretty hilarious.

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Large Language Models Machine Learning ChatGPT Deep Learning 325

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 Python 113

IBM Journey to AI blog

JANUARY 11, 2024

Overcoming the limitations of generative AI We’ve seen numerous hypes around generative AI (or GenAI) lately due to the widespread availability of large language models (LLMs) like ChatGPT and consumer-grade visual AI image generators. Fortunately, production-oriented AI research was going on for years before ChatGPT arrived.

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Generative AI AI AI DevOps 307

Marktechpost

FEBRUARY 2, 2024

In the first, called the “draft” phase, LLMs are hypothesized at little cost; in the second, called the “verification” phase, all of the proposed tokens are checked in parallel using a single forward pass of the LLM. This benchmark includes multi-turn instructions similar to ChatGPT dialogues.

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Large Language Models Machine Learning LLM Algorithm 131

Analytics Vidhya

FEBRUARY 27, 2024

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? Established in April 2023, the organization was founded by former Meta, OpenAI, and Google DeepMind researchers, namely Arthur Mensch, Timothée Lacroix, and Guillaume Lample.

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ChatGPT OpenAI LLM AI 162

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 264

IBM Journey to AI blog

SEPTEMBER 3, 2024

Indeed, this perspective characterized much of the coverage around generative AI as the release of ChatGPT and other tools mainstreamed the technology in 2022, with some analysts predicting that we were on the brink of a revolution that would reshape the future of work. For instance, the recent Microsoft PHI-3.5

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Generative AI LLM AI AI 308

Unite.AI

JANUARY 15, 2024

Generative AI , such as large language models (LLMs) like ChatGPT, is experiencing unprecedented growth, as showcased in a recent survey by McKinsey Global. For instance, ChatGPT incurs a daily cost of $100,000, highlighting the financial strain associated with these models.

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Generative AI AI AI AI Modeling 324

Unite.AI

AUGUST 5, 2024

AI is the widest umbrella term, but we can generally break it down into rule-based systems and machine-learning systems. Machine-learning systems can be broken down by their application (video, images, natural language, etc). This is the case with ChatGPT today. But ChatGPT is not the only LLM out there.

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LLM AI AI ChatGPT 261

Flipboard

APRIL 12, 2023

the next version of the large language model (LLM) with ChatGPT-like human interactivity (aka instruction-following) that the company released just two weeks ago. is the first open source, instruction-following LLM fine-tuned on a … Today Databricks released Dolly 2.0, The company says Dolly 2.0

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LLM Large Language Models ChatGPT Artificial Intelligence 149

IBM Journey to AI blog

SEPTEMBER 27, 2023

Proprietary LLMs are owned by a company and can only be used by customers that purchase a license. The license may restrict how the LLM can be used. On the other hand, open source LLMs are free and available for anyone to access, use for any purpose, modify and distribute.

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Large Language Models LLM Explainability Chatbots 289

AssemblyAI

MAY 17, 2023

OpenAI’s ChatGPT can have context-relevant conversations, even helping with things like debugging code (or generating code from scratch). We can use Machine Learning to find the optimal p_1 that best fits this data. In the case of GPT-3 (a version of which originally powered ChatGPT ), there are 175 billion parameters.

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Large Language Models Generative AI ChatGPT AI 298

Unite.AI

MAY 8, 2024

Graph Neural Networks (GNNs) have emerged as a powerful deep learning framework for graph machine learning tasks. The tremendous success of LLMs has catalyzed explorations into leveraging their power for graph machine learning tasks.

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Neural Network Large Language Models LLM BERT 182

Marktechpost

JANUARY 14, 2024

Large Language Models (LLMs) like ChatGPT can answer many questions but often provide vague or generic recommendations for database performance queries. While LLMs are trained on vast amounts of internet data, their generic recommendations lack context and the multi-modal analysis required for debugging.

Machine Learning 124

Machine Learning Large Language Models LLM ChatGPT 124

Flipboard

NOVEMBER 13, 2023

A group of researchers have found that emotionally-charged LLM inputs consistently generate more useful responses. Ensuring your ChatGPT prompts are …

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ChatGPT LLM Artificial Intelligence Artificial Intelligence 157

Towards AI

JANUARY 14, 2024

An Overview of Why LLM Benchmarks Exist, How They Work, and What’s Next LLMs are complex. Although most of us used ChatGPT to … Write me a 100-word paragraph about the history of Greek poetry. Anybody remotely acquainted with LLM should be able to follow along. How do we measure an LLM’s model performance?

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LLM Large Language Models AI Engineer ChatGPT 119

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. Experts recommend Python as one of the best languages for NLP as well as for machine learning and neural network connections. LLM does translation in two ways.

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Large Language Models ChatGPT Neural Network LLM 124

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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Prompt Engineer Prompt Engineering Large Language Models ChatGPT 272

AWS Machine Learning Blog

JULY 31, 2024

As part of this commitment, AWS Japan announced the AWS LLM Development Support Program (LLM Program), through which we’ve had the privilege of working alongside some of Japan’s most innovative teams. Let’s dive in and explore how these organizations are transforming what’s possible with generative AI on AWS.

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LLM Large Language Models Generative AI Explainability 133

Towards AI

AUGUST 29, 2024

This week, the community and I are answering some recurring questions about RAG, coding assistants, transformers, machine learning, and more. This incredible 3-hour Workshop on AI & ChatGPT (worth $399) makes you a master of 25+ AI tools, hacks & prompting techniques to save 16 hours/week and do more with your time.

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LLM ML Machine Learning NLP 103

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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ChatGPT LLM OpenAI Chatbots 134

Towards AI

NOVEMBER 16, 2024

Traditional large language models (LLMs) like ChatGPT excel in generating human-like text based on extensive training data. Enter Web-LLM Assistant, an innovative open-source project designed to overcome this limitation by integrating local LLMs with real-time web searching capabilities.

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LLM AI Modeling Large Language Models Artificial Intelligence 105

AI News

NOVEMBER 28, 2024

Since ChatGPT was unveiled by OpenAI in 2022, there has been a surge in AI innovation, and many technology companies claim existing AI models require expansion, be it through greater quantities of data or improved computing resources. Scaling the right thing matters more now,” they said.

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Large Language Models OpenAI Big Data AI 313

Flipboard

MAY 24, 2023

ChatGPT is a fun and useful large language model (LLM) conversational AI that, given its renown, doesn’t need much introduction. Let’s see how we can …

ChatGPT 145

ChatGPT Large Language Models Conversational AI LLM 145

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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AI AI OpenAI Chatbots 306

Marktechpost

MARCH 13, 2024

Large language models (LLMs) excel in various problem-solving tasks but need help with complex mathematical reasoning, possibly due to the need for multi-step reasoning. Instruction Tuning effectively enhances LLM capabilities. However, its effectiveness is hindered by the scarcity of datasets for mathematical reasoning.

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Machine Learning Large Language Models Big Data LLM 105