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 135

Prompt Engineer Prompt Engineering LLM Generative AI 135

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 Engineer 105

Prompt Engineer Prompt Engineering LLM Neural Network 105

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 Engineer 299

Prompt Engineer Prompt Engineering 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 Engineer 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 Engineer 97

Prompt Engineer Prompt Engineering Large Language Models Data Science 97

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 Engineer 116

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 116

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 Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

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.

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Prompt Engineer Prompt Engineering Explainability Large Language Models 111

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.

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Prompt Engineer Prompt Engineering Computer Vision Machine Learning 124

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

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 LLM 277

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.

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OpenAI Prompt Engineer Prompt Engineering Responsible AI 323

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 Engineer 98

Prompt Engineer Prompt Engineering 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 Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 98

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 Engineer Prompt Engineering 147

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 236

Robotics LLM Artificial Intelligence Artificial Intelligence 236

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 Engineer 84

Prompt Engineer Prompt Engineering Large Language Models Explainability 84

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

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 128

Automation LLM AI Tools Prompt Engineer 128

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.

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LLM Software Development Machine Learning Data Scientist 116

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 Engineer 147

Prompt Engineer Prompt Engineering LLM Large Language Models 147

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).”

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Large Language Models Big Data Explainability ETL 307

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 Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

AWS Machine Learning Blog

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. They can also provide a better answer to the question or comment on why the LLM response is not satisfactory.

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LLM AI AI Generative AI 137

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

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Generative AI Large Language Models AI AI 248

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

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 Engineer Prompt Engineering Explainability 119

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 Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

AWS Machine Learning Blog

SEPTEMBER 5, 2024

As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques has become key to efficiently balancing the quality of outputs, response time, and costs. In the Prompt field, write your prompt evaluation template.

Prompt Engineer 137

Prompt Engineer Prompt Engineering LLM Generative AI 137

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

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 201

Robotics AI AI Artificial Intelligence 201

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

ChatGPT 110

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 110

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.

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Large Language Models LLM Natural Language Processing Deep Learning 87

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

Generative AI 136

Generative AI Prompt Engineer Prompt Engineering LLM 136

AWS Machine Learning Blog

JUNE 25, 2024

Model generalization Benefits from exposure to diverse text genres and domains during pre-training, enhancing generalization to new tasks. Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. The LLM generates output based on the user prompt.

Automation 132

Automation Prompt Engineer Prompt Engineering Categorization 132

Marktechpost

DECEMBER 8, 2024

Understanding and mitigating hallucinations in AI systems is crucial for their reliable deployment. Below are six ways discussed to prevent hallucinations in LLMs: Use High-Quality Data The use of high-quality data is one simple-to-do thing. Parameter Tuning Another effective method for reducing hallucinations is parameter tuning.

Prompt Engineer 115

Prompt Engineer Prompt Engineering Large Language Models LLM 115

Marktechpost

JULY 25, 2024

Introduction to Large Language Models Difficulty Level: Beginner This course covers large language models (LLMs), their use cases, and how to enhance their performance with prompt tuning. This short course also includes guidance on using Google tools to develop your own Generative AI apps.

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Large Language Models Prompt Engineer Prompt Engineering Chatbots 116