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

Marktechpost

APRIL 16, 2024

The book covers the inner workings of LLMs and provides sample codes for working with models like GPT-4, BERT, T5, LLaMA, etc. It explains the fundamentals of LLMs and generative AI and also covers prompt engineering to improve performance. LangChain Crash Course This is a short book covering the fundamentals of LangChain.

Large Language Models 105

Large Language Models Auto-complete Prompt Engineer Prompt Engineering 105

Towards AI

DECEMBER 28, 2023

This evolution became tangible and accessible to the general public through experiences like ChatGPT. Major language models like GPT-3 and BERT often come with Python APIs, making it easy to integrate them into various applications. In 2023, we witnessed the substantial transformation of AI, marking it as the ‘year of AI.’

Large Language Models 122

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 122

Chatbots Life

MAY 12, 2023

How ChatGPT really works and will it change the field of IT and AI? — a There are many articles describing the possible use cases of ChatGPT, however, they rarely go into the details about how the model works or discuss its border implications. Table of contents: · What is ChatGPT? · Why is ChatGPT so effective?

ChatGPT 105

ChatGPT Software Engineer NLP Prompt Engineer 105

Ehud Reiter

AUGUST 25, 2024

” BERT/BART/etc can be used in data-to-text, but may not be best approach Around 2020 LSTMs got replaced by fine-tuned transformer language models such as BERT and BART. ChatGPT/etc can work well, but not always Of course in 2024, the focus is on large aligned prompted language models such as GPT4.

BERT 135

BERT NLP Natural Language Processing Prompt Engineer 135

Mlearning.ai

JANUARY 17, 2024

350x: Application Areas , Companies, Startups 3,000+: Prompts , Prompt Engineering, & Prompt Lists 250+: Hardware, Frameworks , Approaches, Tools, & Data 300+: Achievements, Impacts on Society , AI Regulation, & Outlook 20x: What is Generative AI? And it will change everything.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. ChatGPT is part of a group of AI systems called Large Language Models (LLMs) , which excel in various cognitive tasks involving natural language. ChatGPT reached an estimated 100 million users in just 2 months ( source ).

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

deepsense.ai

FEBRUARY 6, 2024

Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using “car lamp” as a prompt, we are very likely to detect cars instead of car lamps. It sounds like ChatGPT for images, and it is actually named SegGPT. The first concept is prompt engineering.

Prompt Engineer 105

Prompt Engineer Prompt Engineering NLP Computer Vision 105

Pickl AI

SEPTEMBER 21, 2023

Introduction and Inventor of ChatGPT In recent years, we’ve witnessed an unprecedented surge in the capabilities of Artificial Intelligence , and at the forefront of this revolution are language models. One notable language model that has captured considerable attention is ChatGPT, developed by OpenAI.

ChatGPT 52

ChatGPT Conversational AI Chatbots Natural Language Processing 52

deepsense.ai

NOVEMBER 9, 2024

If you remember ChatGPT eagerly describing the world record in crossing the English Channel on foot: Source: [link] (Published: Jan 2, 2023) Looking at the current response – it’s correct: Source: ChatGPT, Oct 2024 Which is great! Prompt engineering Let’s start simple. It’s fantastic to see the progress.

Prompt Engineer 59

Prompt Engineer Prompt Engineering LLM ChatGPT 59

Heartbeat

AUGUST 2, 2023

Large language models, such as GPT-3 (Generative Pre-trained Transformer 3), BERT, XLNet, and Transformer-XL, etc., Large language models have gained considerable attention and popularity due to their impressive capabilities and potential applications, and even more with the launch of ChatGPT, an advanced language model developed by OpenAI.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. BERT, the first breakout large language model In 2019, a team of researchers at Goole introduced BERT (which stands for bidirectional encoder representations from transformers). But what are large language models?

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. BERT, the first breakout large language model In 2019, a team of researchers at Goole introduced BERT (which stands for bidirectional encoder representations from transformers). But what are large language models?

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Pickl AI

SEPTEMBER 19, 2024

How Prompt Tuning Fits into the Broader Context of AI and Machine Learning In the broader context of AI and Machine Learning , prompt tuning is part of a larger strategy known as “prompt engineering.” Prompt tuning is a more focused method compared to full model fine-tuning.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 52

The MLOps Blog

SEPTEMBER 26, 2024

Effective mitigation strategies involve enhancing data quality, alignment, information retrieval methods, and prompt engineering. was introduced with ChatGPT , many, like me, started experimenting with various use cases. At that time, ChatGPT had no tools to explore websites, but I was unaware of this.

LLM 72

LLM Auto-complete Prompt Engineer Prompt Engineering 72

Unite.AI

AUGUST 4, 2023

LLMs such as ChatGPT, which utilize the Transformer model, are proficient in understanding and generating human language, making them useful for applications that require natural language understanding. Langchain, a state-of-the-art library, brings convenience and flexibility to designing, implementing, and tuning prompts.

Prompt Engineer 245

Prompt Engineer Prompt Engineering Python NLP 245

Heartbeat

JANUARY 9, 2024

LLMs received a lot of media attention when ChatGPT was released in December 2022. BERT and GPT are examples. LLMs have numerous uses, including product development, marketing, and customer service. Open-Source Models: Open-source models are large language models made available to the public with their source code.

Large Language Models 52

Large Language Models Natural Language Processing LLM Machine Learning 52

Applied Data Science

DECEMBER 23, 2022

This year is intense: we have, among others, a new generative model that beats GANs , an AI-powered chatbot that discusses with more than 1 million people in a week and prompt engineering , a job that did not exist a year ago. ChatGPT is a smaller cousin of GPT-3 customised for chatting. Text-to-Image generation ? What happened?

Neural Network 52

Neural Network Data Science AI AI 52

Snorkel AI

FEBRUARY 13, 2024

Users can ask ChatGPT , Bard , or Grok any number of questions and often get useful answers. The student model could be a simple model like logistic regression or a foundation model like BERT. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

Users can ask ChatGPT , Bard , or Grok any number of questions and often get useful answers. The student model could be a simple model like logistic regression or a foundation model like BERT. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

OCTOBER 17, 2023

A lot of the models, algorithms, and even the public data that’s been used to train models like ChatGPT is really commoditizing, and it’s become apparent that the most valuable asset now is all the private, domain-specific data and knowledge being used. Then, we had a lot of machine-learning and deep-learning engineers.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

A lot of the models, algorithms, and even the public data that’s been used to train models like ChatGPT is really commoditizing, and it’s become apparent that the most valuable asset now is all the private, domain-specific data and knowledge being used. Then, we had a lot of machine-learning and deep-learning engineers.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Snorkel AI

OCTOBER 17, 2023

A lot of the models, algorithms, and even the public data that’s been used to train models like ChatGPT is really commoditizing, and it’s become apparent that the most valuable asset now is all the private, domain-specific data and knowledge being used. Then, we had a lot of machine-learning and deep-learning engineers.

Large Language Models 52

Large Language Models NLP Prompt Engineer Prompt Engineering 52

deepsense.ai

NOVEMBER 14, 2023

In short, EDS is the problem of the widespread lack of a rational approach to and methodology for the objective, automated and quantitative evaluation of performance in terms of generative model finetuning and prompt engineering for specific downstream GenAI tasks related to practical business applications. Garrido-Merchán E.C.,

Generative AI 111

Generative AI Prompt Engineer Prompt Engineering ML 111

Unite.AI

AUGUST 8, 2023

These advanced AI deep learning models have seamlessly integrated into various applications, from Google's search engine enhancements with BERT to GitHub’s Copilot, which harnesses the capability of Large Language Models (LLMs) to convert simple code snippets into fully functional source codes.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Unite.AI

SEPTEMBER 20, 2023

This discovery fueled the development of large language models like ChatGPT. Post-Processor : Enhances construction features to facilitate compatibility with many transformer-based models, like BERT, by adding tokens such as [CLS] and [SEP]. We choose a BERT model fine-tuned on the SQuAD dataset.

LLM 342

LLM BERT NLP Python 342

Marktechpost

SEPTEMBER 15, 2024

The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. LLMs have gained widespread popularity, with ChatGPT reaching approximately 180 million users by March 2024. This has sparked interest in smaller language models (SLMs) like Phi-3.8B

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BERT LLM Large Language Models Categorization 122

Topbots

JUNE 6, 2023

For many AI companies, it seems like ChatGPT has turned into the ultimative competitor. Now, the question du jour is: “why can’t you use ChatGPT to do this?” The short answer is: ChatGPT is great for many things, but it does by far not cover the full spectrum of AI.

LLM 102

LLM ChatGPT Prompt Engineer Prompt Engineering 102