Ehud Reiter

AUGUST 24, 2023

I think some of the points I made were novel to this audience (might not be to a commercial audience), so I thought I would write a blog on the topic. Are there successful products which use LLMs? Only the companies concerned know, and they arent sharing this information. Of course there are contexts where human-in-loop workflows work!

LLM 189

LLM Software Engineer ChatGPT Generative AI 189

AssemblyAI

SEPTEMBER 26, 2023

Retrieval Augmented Generation (RAG) is a method to augment the relevance and transparency of Large Language Model (LLM) responses. In this approach, the LLM query retrieves relevant documents from a database and passes these into the LLM as additional context. The source code for this tutorial can be found in this repo.

LLM 246

LLM Metadata Python OpenAI 246

NVIDIA

MARCH 13, 2024

Chatbots like ChatGPT were among the first to bring LLMs to a consumer audience, with a familiar interface built to converse with and respond to natural-language prompts. LLMs have since been used to help developers write code and scientists to drive drug discovery and vaccine development. And that’s just the tip of the iceberg.

Large Language Models 131

Large Language Models Chatbots LLM AI 131

Marktechpost

MAY 30, 2024

Its AI courses provide valuable knowledge and hands-on experience, helping learners build and optimize AI models, understand advanced AI concepts, and apply AI solutions to real-world problems. It helps data scientists, AI developers, and ML engineers enhance their skills through engaging learning experiences and practical exercises.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence BERT Computer Vision 114

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). Inputting the Prompt: The prompt is fed into the LLM. ” Tuned Prompt: “Write a humorous story about a friendly dragon who loves baking cookies and lives in a magical forest.”

LLM 253

LLM Chatbots Explainability Large Language Models 253

Marktechpost

APRIL 11, 2024

Regardless of a company’s niche, LLMs have enormous promise in areas such as data analysis, code writing, and creative text generation. The development of reliable LLM applications, however, has its challenges. Presently, there is a fragmented scope for LLM growth. Funding round YCombinator backs Keywords AI.

DevOps 93

DevOps LLM Large Language Models AI 93

Unite.AI

MARCH 15, 2024

Accordingly, these new AI search engines have markedly improved the user experience. YouAgent: This AI Search engine lets you write and run code directly, making searches interactive and packed with insights. Andi Search Andi Search is a free, AI search engine that highlights privacy and improves search experience.

AI 306

AI AI OpenAI LLM 306

AWS Machine Learning Blog

MAY 17, 2024

FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. A prompt is the information you pass into an LLM to elicit a response. To accomplish the overall task, your application feeds each subtask prompt to the LLM in a pre-defined order or according to a set of rules.

Generative AI 104

Generative AI LLM Prompt Engineer Prompt Engineering 104

Marktechpost

MAY 28, 2024

Retrieval-Augmented Generation (RAG) Retrieval-augmented generation (RAG) is an architectural strategy that enhances the effectiveness of Large Language Model (LLM) applications by utilizing custom data. Conventional RAG refers to external authoritative knowledge bases before response generation to improve the output of LLMs.

Artificial Intelligence 136

Artificial Intelligence Artificial Intelligence Large Language Models AI 136

Flipboard

JULY 27, 2023

When talking to newsroom leaders about their experiments with generative AI, a new term has cropped up: prompt engineering. Prompt engineering is necessary for most interactions with LLMs, especially for publishers developing specific chatbots and quizzes. The traditional form of programming software is to write computer code.

Prompt Engineer 101

Prompt Engineer Prompt Engineering Large Language Models AI Chatbots 101

Marktechpost

NOVEMBER 23, 2023

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Standard code generation benchmarks test how well LLM can generate new code from scratch. Standard code generation benchmarks test how well LLM can generate new code from scratch.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence ML Machine Learning 132

IBM Journey to AI blog

SEPTEMBER 19, 2023

Using generative artificial intelligence (AI) solutions to produce computer code helps streamline the software development process and makes it easier for developers of all skill levels to write code. The user enters a text prompt describing what the code should do, and the generative AI code development tool automatically creates the code.

Auto-complete 204

Auto-complete Generative AI Artificial Intelligence Artificial Intelligence 204

Unite.AI

NOVEMBER 1, 2023

Today, we're going to discuss ChatDev, a Large Language Model (LLM) based, innovative approach that aims to revolutionize the field of software development. The ChatDev framework leverages the capabilities of LLM frameworks, utilizing natural language communication to unify and streamline key software development processes.

Software Development 264

Software Development Large Language Models LLM Natural Language Processing 264

Unite.AI

JANUARY 31, 2024

Soon all the brittleness and inflexibility will be gone – the stiff robotic voices, the “press one for sales”-style constricting menus, the annoying experiences that have had us all frantically pressing zero in the hopes of talking instead with a human agent. (Or, Consider a call to customer service. human-based customer service standards.

LLM 182

LLM Prompt Engineer Prompt Engineering AI 182

Unite.AI

JULY 14, 2023

DeepAI founder Kevin Baragona is a professional software engineer and product developer with more than a decade of experience. DeepAI offers an art generator and other generative AI tools, could you share some details on the LLM and open source code that is used? Moreover, AI will likely outperform humans in identifying medical issues.

Computer Vision 233

Computer Vision LLM Software Engineer AI Developer 233

BAIR

MAY 29, 2024

These challenges could be solved if we deploy the LLM models locally at the edge. However, current LLMs like GPT-4o or Gemini-1.5 In such applications, the model doesn’t need to write the function definition itself since the functions (or APIs) are mostly pre-defined and already available. are too large for local deployment.

LLM 300

LLM Robotics OpenAI ChatGPT 300

Unite.AI

AUGUST 10, 2023

The open-source model is now supported on platforms like Azure and Windows, aiming to provide developers and organizations with the tools to create generative AI-driven experiences. Academic Excellence: Claude 2 has showcased commendable results in academic evaluations, notably in the GRE reading and writing segments.

Large Language Models 237

Large Language Models LLM Chatbots ChatGPT 237

Ehud Reiter

MAY 21, 2023

I’m writing a book on NLG ( blog ), and for the past few weeks I’ve been working on the evaluation section. LLM based evaluation At the time of writing, there is a lot of excitement about using LLMs to evaluate generated texts. Most of these will use fixed LLMs in order to enhance replicability.

LLM 160

LLM OpenAI 160

Marktechpost

APRIL 11, 2024

Here’s a look at the most relevant short courses available: Red Teaming LLM Applications This course offers an essential guide to enhancing the safety of LLM applications through red teaming. Participants will learn to spot and address vulnerabilities within LLM applications, applying cybersecurity methods to the AI domain.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence LLM Prompt Engineer 97

NVIDIA

OCTOBER 20, 2023

The stunning prestidigitation, showcased in the video above, is one of nearly 30 tasks that robots have learned to expertly accomplish thanks to Eureka, which autonomously writes reward algorithms to train bots. The AI agent taps the GPT-4 LLM and generative AI to write software code that rewards robots for reinforcement learning.

Robotics 145

Robotics Large Language Models Computer Vision LLM 145

Unite.AI

FEBRUARY 23, 2024

This 7-hour course is tailored to provide a flexible learning experience, perfect for professionals, students, and enthusiasts who are eager to explore the world of generative AI. Module 1 introduces the concept of prompt engineering in generative AI, emphasizing best practices for writing effective prompts.

Prompt Engineer 272

Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

AI Weekly

MAY 30, 2024

artificialintelligence-news.com Applied use cases Here’s how new AI tech could change the iPhone Imagine asking Apple’s Siri to show you an old photo taken from a child’s second birthday, or summarizing lengthy emails and writing drafts.

Robotics 178

Robotics AI AI Artificial Intelligence 178

Unite.AI

APRIL 26, 2024

In technology, for example, GenAI-based coding assistants are a massive help to software developers in suggesting code snippets, refactoring code, fixing bugs, understanding complex code, writing unit tests, documentation and creating complete end-to-end applications. Take the time to experiment, test and validate the output.

Automation 182

Automation Large Language Models Software Development Generative AI 182

AWS Machine Learning Blog

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. This new generation of AI-powered assistants can provide seamless self-service experiences across a multitude of use cases.

Generative AI 93

Generative AI Neural Network LLM Conversational AI 93

AWS Machine Learning Blog

AUGUST 30, 2023

QnABot allows you to quickly deploy self-service conversational AI into your contact center, websites, and social media channels, reducing costs, shortening hold times, and improving customer experience and brand sentiment. This is why QnABot also integrates with any other LLM using an AWS Lambda function that you provide.

Large Language Models 96

Large Language Models LLM Automation Generative AI 96

IBM Journey to AI blog

APRIL 18, 2024

But, unlike humans, AGIs don’t experience fatigue or have biological needs and can constantly learn and process information at unimaginable speeds. If a passenger has ridden with it before, the AGI can use past conversations to personalize the experience further, even recommending things they enjoyed on a previous trip.

Neural Network 226

Neural Network LLM AI AI 226

Unite.AI

OCTOBER 19, 2023

Large Language Models can craft poetry, answer queries, and even write code. The same prompts that enable LLMs to engage in meaningful dialogue can be manipulated with malicious intent. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. The LLM then reads and acts on this prompt.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models LLM 277

Marktechpost

JANUARY 3, 2024

When we talk about artificial intelligence, Large Language Models (LLMs) stand as pivotal tools, empowering machines to comprehend and generate text with human-like fluency. Within the domain of LLMs, a fundamental distinction exists between open-source and proprietary models.

LLM 114

LLM Large Language Models Chatbots Machine Learning 114

NVIDIA

OCTOBER 17, 2023

Today, generative AI on PC is getting up to 4x faster via TensorRT-LLM for Windows, an open-source library that accelerates inference performance for the latest AI large language models, like Llama 2 and Code Llama. This follows the announcement of TensorRT-LLM for data centers last month.

Large Language Models 127

Large Language Models LLM Auto-complete Generative AI 127

AssemblyAI

SEPTEMBER 18, 2023

From self-driving cars to personalized online shopping experiences, these solutions are just in their infancy—and the sky is the limit. However, among all the modern-day AI innovations, one breakthrough has the potential to make the most impact: large language models (LLMs). LLMs generate text.

Large Language Models 130

Large Language Models BERT LLM Auto-complete 130

AssemblyAI

AUGUST 3, 2023

Many companies, including OpenAI, Google, and Meta, have incorporated RLHF into their AI models, hoping to provide a more controlled user experience. This piece should be helpful to anyone who wants a better understanding of LLMs and the challenges in making them safe and reliable. One way to think about it is the following.

LLM 238

LLM Chatbots ChatGPT OpenAI 238

Unite.AI

SEPTEMBER 1, 2023

However, the implications for GenAI, with its ability to generate text, imagery, and narratives, on enterprises and businesses are very different from the impact on the general public — after all, most businesses don’t write poems or stories (which is popular with ChatGPT users), they serve their customers. until relatively recently.

Generative AI 147

Generative AI LLM AI AI 147

Unite.AI

OCTOBER 16, 2023

The potential applications are boundless—from drafting emails, creating code, answering queries, to even writing creatively. This is where LLMOps steps in, embodying a set of best practices, tools, and processes to ensure the reliable, secure, and efficient operation of LLMs.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Marktechpost

FEBRUARY 5, 2024

Moreover, unlike prior methods where LLM decoding and API calls are interleaved, CoA reasoning promotes effective planning by encouraging LLMs to interconnect multiple tool calls and adopt more feasible reasoning strategies. For mathematical reasoning, LLMs are trained on CoA data constructed by re-writing the GSM8K (Cobbe et al.,

Large Language Models 126

Large Language Models LLM AI AI 126

Becoming Human

MAY 15, 2023

ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM. If you are interested in learning more about how NLP works, you can learn how to write Python code. LLMs are used in a variety of ways, and some of them are: Language translation: LLMs can be used to translate words from one language to another quickly.

Large Language Models 124

Large Language Models ChatGPT Neural Network LLM 124

NVIDIA

APRIL 10, 2024

For example, a general-purpose large language model (LLM) designed to converse with humans can be further trained to act as a customer service chatbot capable of answering inquiries using a corporate knowledge base. MistralAI’s Mistral LLM can follow instructions, complete requests and generate creative text. Hello, world, indeed.

LLM 127

LLM Neural Network Generative AI AI 127

Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Have you interacted with a chatbot or used an automatic writing assistant? However, they can also just make stuff up.

Large Language Models 143

Large Language Models LLM Chatbots Explainability 143