Unite.AI

FEBRUARY 23, 2024

In the ever-evolving landscape of artificial intelligence, the art of prompt engineering has emerged as a pivotal skill set for professionals and enthusiasts alike. Prompt engineering, essentially, is the craft of designing inputs that guide these AI systems to produce the most accurate, relevant, and creative outputs.

Prompt Engineer 267

Prompt Engineer Prompt Engineering Large Language Models ChatGPT 267

Analytics Vidhya

JULY 18, 2024

Welcome to the forefront of artificial intelligence and natural language processing, where an exciting new approach is taking shape: the Chain of Verification (CoV). This revolutionary method in prompt engineering is set to transform our interactions with AI systems.

Prompt Engineer 291

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 291

Analytics Vidhya

JANUARY 5, 2024

Introduction Prompting plays a crucial role in enhancing the performance of Large Language Models. By providing specific instructions and context, prompts guide LLMs to generate more accurate and relevant responses.

LLM 305

LLM Prompt Engineer Prompt Engineering Large Language Models 305

AWS Machine Learning Blog

JANUARY 7, 2025

Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. However, the industry is seeing enough potential to consider LLMs as a valuable option.

Large Language Models 111

Large Language Models Prompt Engineer Prompt Engineering Metadata 111

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks.

Large Language Models 272

Large Language Models Prompt Engineer Prompt Engineering Neural Network 272

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models. Our exploration into prompt engineering techniques aims to improve these aspects of LLMs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

AWS Machine Learning Blog

JANUARY 31, 2025

However, there are benefits to building an FM-based classifier using an API service such as Amazon Bedrock, such as the speed to develop the system, the ability to switch between models, rapid experimentation for prompt engineering iterations, and the extensibility into other related classification tasks.

Prompt Engineer 93

Prompt Engineer Prompt Engineering Data Scientist Large Language Models 93

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. By providing these models with inputs, we're guiding their behavior and responses. This makes us all prompt engineers to a certain degree. What is Prompt Engineering?

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Analytics Vidhya

NOVEMBER 20, 2023

Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. It is expected that readers are aware of the basics of Prompt Engineering. To have an insight into the concepts, one may refer to: [link] This article will adopt a step-by-step approach.

LLM 272

LLM ChatGPT Prompt Engineer Prompt Engineering 272

Flipboard

JANUARY 6, 2025

With large language model (LLM) products such as ChatGPT and Gemini taking over the world, we need to adjust our skills to follow the trend. One skill we need in the modern era is prompt engineering. By structuring […]

Prompt Engineer 166

Prompt Engineer Prompt Engineering Large Language Models LLM 166

Unite.AI

OCTOBER 2, 2023

Imagine you're an Analyst, and you've got access to a Large Language Model. ” Large Language Model, for all their linguistic power, lack the ability to grasp the ‘ now ‘ And in the fast-paced world, ‘ now ‘ is everything. My last training data only goes up to January 2022.”

LLM 293

LLM Prompt Engineer Prompt Engineering Large Language Models 293

Marktechpost

MARCH 5, 2025

Researchers from Stanford University and the University of Wisconsin-Madison introduce LLM-Lasso, a framework that enhances Lasso regression by integrating domain-specific knowledge from LLMs. Unlike previous methods that rely solely on numerical data, LLM-Lasso utilizes a RAG pipeline to refine feature selection.

Large Language Models 77

Large Language Models LLM Machine Learning Prompt Engineer 77

Unite.AI

JANUARY 22, 2025

It emerged to address challenges unique to ML, such as ensuring data quality and avoiding bias, and has become a standard approach for managing ML models across business functions. With the rise of large language models (LLMs), however, new challenges have surfaced.

Prompt Engineer 200

Prompt Engineer Prompt Engineering Large Language Models LLM 200

Marktechpost

NOVEMBER 19, 2024

However, traditional deep learning methods often struggle to interpret the semantic details in log data, typically in natural language. LLMs, like GPT-4 and Llama 3, have shown promise in handling such tasks due to their advanced language comprehension. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 79

Large Language Models BERT Prompt Engineer Prompt Engineering 79

Flipboard

JUNE 16, 2023

Last Updated on June 16, 2023 With the explosion in popularity of generative AI in general and ChatGPT in particular, prompting has become an increasingly important skill for those in the world of AI.

Prompt Engineer 178

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 178

Unite.AI

JULY 5, 2024

Large Language Models (LLMs) are powerful tools not just for generating human-like text, but also for creating high-quality synthetic data. In this comprehensive guide, we'll explore LLM-driven synthetic data generation, diving deep into its methods, applications, and best practices.

LLM 256

LLM Prompt Engineer Prompt Engineering Data Scarcity 256

Unite.AI

OCTOBER 16, 2023

However, with great power comes great responsibility, and managing these behemoth models in a production setting is non-trivial. 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 184

Large Language Models LLM Machine Learning Neural Network 184

Analytics Vidhya

OCTOBER 15, 2024

Introduction Large Language Models , like GPT-4, have transformed the way we approach tasks that require language understanding, generation, and interaction. From drafting creative content to solving complex problems, the potential of LLMs seems boundless.

Large Language Models 236

Large Language Models Prompt Engineer Prompt Engineering LLM 236

Unite.AI

MARCH 5, 2024

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Just like humans might see shapes in clouds or faces on the moon, LLMs can also ‘hallucinate,' creating information that isn’t accurate. Even the most promising LLM models like GPT-3.5

LLM 284

LLM Large Language Models Prompt Engineer Prompt Engineering 284

Towards AI

NOVEMBER 14, 2024

From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy. The core principles and tools of LLM Development can be learned quickly.

LLM 116

LLM Software Development Machine Learning Data Scientist 116

Unite.AI

MAY 27, 2024

Prompt engineering , the art and science of crafting prompts that elicit desired responses from LLMs, has become a crucial area of research and development. In this comprehensive technical blog, we'll delve into the latest cutting-edge techniques and strategies that are shaping the future of prompt engineering.

Prompt Engineer 157

Prompt Engineer Prompt Engineering LLM Auto-complete 157

Unite.AI

SEPTEMBER 20, 2023

These are deep learning models used in NLP. This discovery fueled the development of large language models like ChatGPT. Large language models or LLMs are AI systems that use transformers to understand and create human-like text.

LLM 341

LLM NLP BERT Python 341

Unite.AI

OCTOBER 25, 2023

Large language models (LLMs) like OpenAI's GPT series have been trained on a diverse range of publicly accessible data, demonstrating remarkable capabilities in text generation, summarization, question answering, and planning. Depending on your LLM provider, you might need additional environment keys and tokens.

LLM 299

LLM OpenAI Prompt Engineer Prompt Engineering 299

Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. translation, summarization)?

LLM 246

LLM Automation Large Language Models OpenAI 246

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

LLM 109

LLM Large Language Models ML Algorithm 109

Towards AI

SEPTEMBER 6, 2023

How to modify your text prompt to obtain the best from an LLM without training This member-only story is on us. Photo by Steven Lelham on Unsplash Large Language Models are more and more used and their skills are surprising. Upgrade to access all of Medium.

Large Language Models 126

Large Language Models Prompt Engineer Prompt Engineering LLM 126

Flipboard

FEBRUARY 13, 2025

You know it as well as I do: people are relying more and more on generative AI and large language models (LLM) for quick and easy information acquisition.

Prompt Engineer 161

Prompt Engineer Prompt Engineering Large Language Models LLM 161

Analytics Vidhya

OCTOBER 9, 2023

Introduction Large language models, or LLMs, have taken the world of natural language processing by storm. They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs. Essentially, they aim to mimic human language understanding and generation.

LLM 214

LLM Large Language Models Natural Language Processing Prompt Engineer 214

Marktechpost

FEBRUARY 16, 2025

Adapting large language models for specialized domains remains challenging, especially in fields requiring spatial reasoning and structured problem-solving, even though they specialize in complex reasoning. This research highlights the importance of enhancing LLM reasoning capabilities rather than increasing model size.

LLM 93

LLM Large Language Models Prompt Engineer Prompt Engineering 93

Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Learning about LLMs is essential to harness their potential for solving complex language tasks and staying ahead in the evolving AI landscape.

Large Language Models 111

Large Language Models Prompt Engineer Prompt Engineering Chatbots 111

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs).

Prompt Engineer 291

Prompt Engineer Prompt Engineering Large Language Models AI Researcher 291

Unite.AI

JANUARY 11, 2024

They serve as a core building block in many natural language processing (NLP) applications today, including information retrieval, question answering, semantic search and more. vector embedding Recent advances in large language models (LLMs) like GPT-3 have shown impressive capabilities in few-shot learning and natural language generation.

Large Language Models 144

Large Language Models Prompt Engineer Prompt Engineering BERT 144

Unite.AI

NOVEMBER 20, 2024

The growth of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory.

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LLM AI AI DevOps 176

Flipboard

JANUARY 24, 2025

In this post, we show you an example of a generative AI assistant application and demonstrate how to assess its security posture using the OWASP Top 10 for Large Language Model Applications , as well as how to apply mitigations for common threats.

Generative AI 160

Generative AI LLM AI AI 160

Unite.AI

NOVEMBER 21, 2023

With the advancements Large Language Models have made in recent years, it's unsurprising why these LLM frameworks excel as semantic planners for sequential high-level decision-making tasks. Let's get started. The approach followed by EUREKA has two major benefits.

Large Language Models 157

Large Language Models LLM Algorithm Automation 157

Marktechpost

MAY 10, 2024

The main reason for that is the need for prompt engineering skills. Generative AI can produce new content, but you need proper prompts; hence, jobs like prompt engineering exist. Prompt engineering produces an optical out of artificial intelligence (AI) using carefully designed and refined inputs.

Prompt Engineer 138

Prompt Engineer Prompt Engineering Large Language Models Generative AI 138

Marktechpost

JANUARY 1, 2025

Foundations of Prompt Engineering Offered by AWS, this course delves into crafting effective prompts for AI agents, ensuring optimal performance and accuracy. LLM Agents Learning Platform A unique course focusing on leveraging large language models (LLMs) to create advanced AI agents for diverse applications.

Prompt Engineer 101

Prompt Engineer Prompt Engineering Large Language Models LLM 101