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?

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Flipboard

OCTOBER 28, 2023

Inbal Shani, chief product officer at GitHub , the software development platform used by more than 100 million developers around the world. Frey, Shani and Shim share real-world examples of AI impacting software development, real estate, and meetings. GitHub Chief Product Officer Inbal Shani. You need a moat.

Large Language Models 123

Large Language Models Software Development AI AI 123

Unite.AI

AUGUST 1, 2023

One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models. Prompt design and engineering are growing disciplines that aim to optimize the output quality of AI models like ChatGPT.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Towards AI

MARCH 28, 2024

It is a roadmap to the future tech stack, offering advanced techniques in Prompt Engineering, Fine-Tuning, and RAG, curated by experts from Towards AI, LlamaIndex, Activeloop, Mila, and more.

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Large Language Models Prompt Engineer Prompt Engineering AI 75

IBM Journey to AI blog

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Imagine training a generative AI model on a dataset of only romance novels.

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ODSC - Open Data Science

NOVEMBER 20, 2023

In particular, Peter focuses on how we can gain confidence that our applications will be fair, just, truthful, beneficial, and well-stirred for their users, the other stakeholders, and society at large. HuggingFace models, Python, PyTorch, Jupyter Notebooks).

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Prompt Engineer Prompt Engineering Large Language Models LLM 52

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Large Language Models LLM Deep Learning ML 52

Flipboard

JUNE 13, 2023

Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend. Augmend Photo) “AI is making it so small startups like ours can accelerate all aspects of the software development lifecycle. It’s one of the things GPT does extremely well.

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Generative AI Auto-complete Software Engineer AI 175

Snorkel AI

MAY 4, 2023

In the era of large language models (LLMs), your data is the difference maker. Large Language Models (LLMs) such as GPT-4 and LLaMA have revolutionized natural language processing and understanding, enabling a wide range of applications, from conversational AI to advanced text generation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

In the era of large language models (LLMs), your data is the difference maker. Large Language Models (LLMs) such as GPT-4 and LLaMA have revolutionized natural language processing and understanding, enabling a wide range of applications, from conversational AI to advanced text generation.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

TheSequence

MARCH 11, 2024

To successfully build an AI application, evaluating the performance of large language models (LLMs) is crucial. Take lessons from traditional software A large proportion of teams now building great products with LLMs aren't experienced ML practitioners. Typical makeup of a test suite in software development CI.

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LLM Categorization Software Development Prompt Engineer 52

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. FinGPT FinGPT is a state-of-the-art financial fine-tuned large language model (FinLLM).

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

AWS Machine Learning Blog

SEPTEMBER 22, 2023

Reinforcement Learning from Human Feedback (RLHF) is recognized as the industry standard technique for ensuring large language models (LLMs) produce content that is truthful, harmless, and helpful. Gone are the days when you need unnatural prompt engineering to get base models, such as GPT-3, to solve your tasks.

Machine Learning 97

Machine Learning LLM Computer Vision Large Language Models 97

Unite.AI

SEPTEMBER 11, 2023

With Large Language Models (LLMs) like ChatGPT, OpenAI has witnessed a surge in enterprise and user adoption, currently raking in around $80 million in monthly revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

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Python OpenAI Software Development Software Engineer 328

AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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Generative AI LLM ML AI 122

Snorkel AI

JANUARY 16, 2024

AR: I’ve heard others say that the advent of prompt engineering and all the novel and sometimes hilarious strategies for prompting are really signs of the lack of robustness—or the failure of robustness and stability—of current models. This is one big issue I have with prompt engineering these days.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Neural Network LLM 52

AWS Machine Learning Blog

FEBRUARY 1, 2024

Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains. Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs).

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Generative AI Prompt Engineer Prompt Engineering AI 112

AWS Machine Learning Blog

MAY 9, 2024

The Approach When building an interactive agent with large language models (LLMs), there are often two techniques that can be used: RAG and fine-tuning. Through some slick prompt engineering and using Claude’s latest capabilities to invoke APIs, Verisk seamlessly accessed their database to procure real-time information.

Insight Engine 114

Insight Engine Generative AI LLM AI 114

deepsense.ai

DECEMBER 20, 2023

Its transformative applications in language, the metaverse, and industries demonstrate its versatility and ability to enable significant advancements. Large Language Models – Mateusz Wosiński Unless you have been locked in a closet for about a year, you no doubt know that we are living in the era of Large Language Models (LLMs).

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AI AI Software Development LLM 70

AWS Machine Learning Blog

NOVEMBER 6, 2023

Generative AI is helping summarize customer calls accurately and efficiently Generative AI is powered by very large machine learning (ML) models referred to as foundation models (FMs) that are pre-trained on vast amounts of data at scale. You can modify the prompt templates to see what works best for the LLM you select.

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Automation Generative AI LLM AI 104

Flipboard

DECEMBER 6, 2023

Experimentation and challenges It was clear from the beginning that to understand a human language question and generate accurate answers, Q4 would need to use large language models (LLMs). Further performance optimization involved fine-tuning the query generation process using efficient prompt engineering techniques.

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Chatbots LLM Prompt Engineer Prompt Engineering 130

AWS Machine Learning Blog

SEPTEMBER 14, 2023

For cost optimization, the LangChain agent can also generate answers using fewer tokens and a less expensive large language model for lower priority customer queries. He holds a Master’s degree in Software Engineering and IT from Oakland University.

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Generative AI LLM Large Language Models Software Engineer 94

AWS Machine Learning Blog

APRIL 17, 2023

Quantization and compression can reduce model size and serving cost by reducing the precision of weights or reducing the number of parameters via pruning or distillation. Compilation can optimize the computation graph and fuse operators to reduce memory and compute requirements of a model.

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Prompt Engineer Prompt Engineering Deep Learning Large Language Models 78

ODSC - Open Data Science

SEPTEMBER 8, 2023

Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express In this post, we’ll walk through how to build a simple chatbot powered by the ChatGPT language model (in this case GPT-35-Turbo). US Copyright Office Open to Public Opinion on AI and Copyright Starting on August 30th.

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ChatGPT Large Language Models Data Scientist Neural Network 52

Topbots

SEPTEMBER 11, 2023

While each of them offers exciting perspectives for research, a real-life product needs to combine the data, the model, and the human-machine interaction into a coherent system. AI development is a highly collaborative enterprise. All of this might require new skills on your team such as prompt engineering and conversational design.

AI 59

AI AI UX Design Automation 59

O'Reilly Media

NOVEMBER 28, 2023

They will simply be part of the environment in which software developers work. Model degradation is a different concern. The performance of any AI model degrades over time, and as far as we know, large language models are no exception. Now we expect wireless everywhere, and even that’s not correct.

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Generative AI AI AI Data Analysis 108

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama.

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Large Language Models Natural Language Processing LLM Data Scarcity 204

Unite.AI

AUGUST 21, 2023

OpenAI advancements in Natural Language Processing (NLP) are marked by the rise of Large Language Models (LLMs), which underpin products utilized by millions, including the coding assistant GitHub Copilot and the Bing search engine.

ChatGPT 246

ChatGPT Prompt Engineer Prompt Engineering Python 246

AWS Machine Learning Blog

JULY 18, 2023

Today, large language models (LLMs) are transforming the way developers and enterprises solve historically complex challenges related to natural language understanding (NLU). The choice of embedding model can significantly impact the input requirements of your LLM.

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LLM Chatbots Large Language Models Artificial Intelligence 80

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning.

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ETL Prompt Engineer Prompt Engineering Generative AI 112

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.

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LLM Large Language Models Chatbots Machine Learning 124