Unite.AI

SEPTEMBER 19, 2024

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. Let's dive into the top options and their impact on enterprise AI. Key Benefits of LLM APIs Scalability : Easily scale usage to meet the demand for enterprise-level workloads.

LLM 246

LLM Automation Large Language Models OpenAI 246

AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

LLM 103

LLM Generative AI Automation Machine Learning 103

AWS Machine Learning Blog

JANUARY 7, 2025

It is critical for AI models to capture not only the context, but also the cultural specificities to produce a more natural sounding translation. One of LLMs most fascinating strengths is their inherent ability to understand context. However, the industry is seeing enough potential to consider LLMs as a valuable option.

Large Language Models 113

Large Language Models Prompt Engineer Prompt Engineering Metadata 113

AWS Machine Learning Blog

AUGUST 2, 2024

On the other hand, generative artificial intelligence (AI) models can learn these templates and produce coherent scripts when fed with quarterly financial data. The initial draft of a large language model (LLM) generated earnings call script can be then refined and customized using feedback from the company’s executives.

Prompt Engineer 132

Prompt Engineer Prompt Engineering LLM Generative AI 132

Towards AI

MAY 30, 2024

Last Updated on June 3, 2024 by Editorial Team Author(s): Vishesh Kochher Originally published on Towards AI. The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills.

Prompt Engineering 104

Prompt Engineering Prompt Engineer LLM Neural Network 104

AssemblyAI

JULY 19, 2024

Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. To achieve this, we use LeMUR , AssemblyAI's framework for applying LLMs to speech data. You can access all Claude 3 models through the AssemblyAI platform at no additional cost. To use Sonnet 3.5, Use bullet points."

Prompt Engineering 299

Prompt Engineering Prompt Engineer LLM Python 299

Analytics Vidhya

OCTOBER 9, 2023

They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs. Let’s embark on a journey to understand the intricacies of fine-tuning […] The post LLM Fine Tuning with PEFT Techniques appeared first on Analytics Vidhya.

LLM 214

LLM Large Language Models Natural Language Processing Prompt Engineering 214

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

Prompt Engineering 97

Prompt Engineering Prompt Engineer Large Language Models Data Science 97

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. One of the key advantages of large language models is that they can quickly produce good-quality text conveniently and at scale. What is prompt engineering?

Prompt Engineering 112

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 112

Towards AI

NOVEMBER 7, 2024

This week, we are diving into some very interesting resources on the AI ‘black box problem’, interpretability, and AI decision-making. Parallely, we also dive into Anthropic’s new framework for assessing the risk of AI models sabotaging human efforts to control and evaluate them. Learn AI Together Community section!

Black Box AI 115

Black Box AI Machine Learning Prompt Engineer Prompt Engineering 115

Marktechpost

JUNE 21, 2024

In the developing field of Artificial Intelligence (AI), the ability to think quickly has become increasingly significant. The necessity of communicating with AI models efficiently becomes critical as these models get more complex. Examples include CoVe and Self-Consistency. First, a baseline response is produced.

Prompt Engineer 108

Prompt Engineer Prompt Engineering Explainability Large Language Models 108

Snorkel AI

MARCH 4, 2025

Misaligned LLMs can generate harmful, unhelpful, or downright nonsensical responsesposing risks to both users and organizations. This is where LLM alignment techniques come in. LLM alignment techniques come in three major varieties: Prompt engineering that explicitly tells the model how to behave.

LLM 52

LLM Large Language Models Data Quality Prompt Engineer 52

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. ChatGPT showed people what are the possibilities of NLP and AI in general. While AI models can enhance productivity and save precious time, their effective use is crucial.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Explainability 98

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

Robotics 264

Robotics LLM Prompt Engineer Prompt Engineering 264

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineering 115

Prompt Engineering Prompt Engineer Computer Vision Machine Learning 115

Unite.AI

OCTOBER 19, 2023

While it has employed various versions of the GPT model, GPT-4 is its most recent iteration. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

Towards AI

FEBRUARY 9, 2023

This raises the importance of the question; how do we talk to models such as ChatGPT and how do we get the most out of them? This is prompt engineering. Stay tuned in our Learn AI Discord community or the Learn Prompting’s Discord community for full details and information about prizes and dates! What is Prompting?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Machine Learning 98

Towards AI

FEBRUARY 9, 2023

This raises the importance of the question; how do we talk to models such as ChatGPT and how do we get the most out of them? This is prompt engineering. Stay tuned in our Learn AI Discord community or the Learn Prompting’s Discord community for full details and information about prizes and dates! What is Prompting?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Machine Learning 98

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

Prompt Engineer 336

Prompt Engineer Prompt Engineering OpenAI Large Language Models 336

Flipboard

NOVEMBER 15, 2024

Solution overview In this solution, we automatically generate metadata for table definitions in the Data Catalog by using large language models (LLMs) through Amazon Bedrock. First, we explore the option of in-context learning, where the LLM generates the requested metadata without documentation.

Metadata 148

Metadata Generative AI LLM AI 148

AssemblyAI

MARCH 8, 2024

Join Us On Discord ⚡️LeMUR Docs Update Our LeMUR documentation received a significant update with a new focus on tutorials and prompt engineering guides. Additionally, we've introduced a dedicated prompt engineering guide with curated prompt examples to effectively utilize LeMUR.

Neural Network 147

Neural Network LLM Prompt Engineering Prompt Engineer 147

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. For example, the remoteli.io

LLM 264

LLM Large Language Models Chatbots Artificial Intelligence 264

Unite.AI

JUNE 6, 2024

AI, by design, has a “mind of its own.” As such, it is imperative that the stewards of this powerful tech recognize and address the risks of AI hallucinations in order to ensure the credibility of LLM-generated outputs.

Prompt Engineering 147

Prompt Engineering Prompt Engineer LLM Large Language Models 147

Marktechpost

OCTOBER 9, 2024

As the landscape of generative models evolves rapidly, organizations, researchers, and developers face significant challenges in systematically evaluating different models, including LLMs (Large Language Models), retrieval-augmented generation (RAG) setups, or even variations in prompt engineering.

Automation 126

Automation LLM AI Tools Prompt Engineer 126

AI Weekly

MAY 30, 2024

Powered by rws.com In the News 10 Best AI PDF Summarizers In the era of information overload, efficiently processing and summarizing lengthy PDF documents has become crucial for professionals across various fields. Download 20 must-ask questions to find the right data partner for your AI project. Need data to train or fine-tune GenAI?

Robotics 261

Robotics AI AI Artificial Intelligence 261

AI News

SEPTEMBER 27, 2024

. “From a quality standpoint, we believe that DBRX is one of the best open-source models out there and when we refer to ‘best’ this means a wide range of industry benchmarks, including language understanding (MMLU), Programming (HumanEval), and Math (GSM8K).”

Large Language Models 306

Large Language Models Big Data Explainability ETL 306

IBM Journey to AI blog

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. The latest open-source LLM model we added this month includes Meta’s 70 billion parameter model Llama 2-chat inside the watsonx.ai

Generative AI 248

Generative AI Large Language Models AI AI 248

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science LLM 52

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.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

ODSC - Open Data Science

MARCH 13, 2025

Unlike their massive counterparts, lightweight LLMs offer a practical alternative for applications requiring lower computational overhead without sacrificing accuracy. Together in this blog, were going to explore what makes an LLM lightweight, the top models in 2025, and how to choose the right one for yourneeds.

Hybrid AI 52

Hybrid AI LLM Prompt Engineer Prompt Engineering 52

Towards AI

JULY 27, 2024

Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. We will also discuss how it differs from the most popular generative AI tool ChatGPT. Claude Family Claude AI comes in a family of 3 generative AI models. Let’s compare.

ChatGPT 119

ChatGPT Prompt Engineering Prompt Engineer Explainability 119

IBM Journey to AI blog

JULY 23, 2024

collection of multilingual large language models (LLMs). comprises both pretrained and instruction-tuned text in/text out open source generative AI models in sizes of 8B, 70B and—for the first time—405B parameters. For more on the efficacy of LLM-as-a-judge technique, this 2023 paper is a good place to start.)

LLM 249

LLM Large Language Models Generative AI Responsible AI 249

ODSC - Open Data Science

JULY 31, 2023

With the explosion in user growth with AIs such as ChatGPT and Google’s Bard , prompt engineering is fast becoming better understood for its value. If you’re unfamiliar with the term, prompt engineering is a crucial technique for effectively utilizing text-based large language models (LLMs) like ChatGPT and Bard.

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM Data Science 52

AWS Machine Learning Blog

NOVEMBER 15, 2024

Robustness in AI systems makes sure model outputs are consistent and reliable under various conditions, including unexpected or adverse situations. A robust AI model maintains its functionality and delivers consistent and accurate outputs even when faced with incomplete or incorrect input data.

Responsible AI 111

Responsible AI Prompt Engineer Prompt Engineering AI 111

AWS Machine Learning Blog

DECEMBER 11, 2024

EBSCOlearning experts and GenAIIC scientists worked together to develop a sophisticated prompt engineering approach using Anthropics Claude 3.5 Sonnet model in Amazon Bedrock. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

Generative AI 95

Generative AI Large Language Models AI AI 95