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. That is from the vendor perspective – but how are major organisations tackling this issue?

OpenAI 253

OpenAI Prompt Engineer Prompt Engineering Large Language Models 253

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. As McLoone explains, it is all a question of purpose. “I As OpenAI was building out its plugin architecture, Wolfram was asked to be one of the first providers.

Generative AI 228

Generative AI LLM Big Data Explainability 228

Unite.AI

DECEMBER 22, 2023

Understanding Prompt Engineering Prompt engineering is the art and science of crafting inputs (prompts) to get desired outputs from AI models like ChatGPT. ChatGPT, built upon OpenAI's GPT-3 and GPT-4 architectures, has advanced significantly, becoming more responsive and context-aware.

Prompt Engineer 235

Prompt Engineer Prompt Engineering ChatGPT Python 235

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. Google's announcement of Bard and Meta's Lamma 2 response to OpenAI's ChatGPT has significantly amplified the momentum of the AI race. What is Prompt Engineering?

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

TheSequence

DECEMBER 8, 2023

In this post, Jordan Burgess, co-founder and Chief Product Officer at Humanloop , discusses the techniques for going from an initial demo to a robust production-ready application and explain how tools like Humanloop can help you get there. He covers best practices in prompt engineering, retrieval-augmented generation (RAG) and fine-tuning.

LLM 97

LLM Prompt Engineer Prompt Engineering OpenAI 97

Unite.AI

OCTOBER 5, 2023

One of the AI's shining stars is ChatGPT, a conversational model developed by OpenAI. Its core capability lies in generating human-like text based on the prompts it receives. The way to achieve this is through effective prompt engineering. Prompts serve as the guideline or ‘training manual' for ChatGPT.

ChatGPT 289

ChatGPT Prompt Engineer Prompt Engineering Artificial Intelligence 289

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. Machine translation, summarization, ticket categorization, and spell-checking are among the examples.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

Towards AI

FEBRUARY 15, 2023

But it is difficult to know how the ecosystem will play out and what capabilities and products will be built into the LLMs and owned by the likes of OpenAI, Microsoft, and Google and which will be performed by the surrounding startup ecosystem. This article explains why. […]

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

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. All APIs are in OpenAI format. Featured Community post from the Discord White_d3vil recently introduced GalaxyAI. AI poll of the week!

Large Language Models 75

Large Language Models Prompt Engineer Prompt Engineering AI 75

Heartbeat

AUGUST 2, 2023

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. A quick reminder that the questions-answers that one asks the custom model also use tokens from the OpenAI account.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

Mlearning.ai

JULY 8, 2023

LLM Ops flow — Architecture Architecture explained. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Model selection can be based on use case, performance, cost, latency, etc Test and validate the prompt engineering and see the output with application is as expected.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 52

Heartbeat

AUGUST 4, 2023

OpenAI is leading the way in these significant developments, but this year in April, a revolutionary segmentation model in computer vision was shared by Meta AI. To see this capability effectively in applications, it is necessary to direct the language model with the correct prompt entries.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

ODSC - Open Data Science

FEBRUARY 6, 2024

In this session, you’ll cover some of the essential topics in LLM development, including prompt engineering and fine-tuning, document embeddings, Retrieval-Augmented Generation (RAG), and LangChain and Transformers libraries. The session will explain and dive into both top-down workflows and bottom-up workflows.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

Heartbeat

JANUARY 26, 2024

Create a Simple E-commerce Chatbot With OpenAI Why Memory Matters in Conversational Agents When users interact with chatbots, they often expect a level of continuity and understanding similar to human conversations. Make sure you’ve installed the necessary Python packages in requirements.txt and have your OpenAI API and Comet API keys ready.

Metadata 52

Metadata LLM OpenAI Chatbots 52

Heartbeat

NOVEMBER 1, 2023

AI: The capital of {place} is {capital} """) prompt = prompt_template.format(place="California", capital="Sacramento") print(prompt) This will show the prompt as: Human: What is the capital of California? We’re committed to supporting and inspiring developers and engineers from all walks of life.

LLM 52

LLM Prompt Engineer Prompt Engineering Data Scientist 52

Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. Feature Engineering and Model Experimentation MLOps: Involves improving ML performance through experiments and feature engineering.

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

Bugra Akyildiz

MARCH 30, 2024

Before going further, taking a step back to explain the key concepts in Mamba: State: Mamba maintains a state that captures the essential information about the past that is relevant for predicting the next element in the sequence. The logic of the prompt specifies what the LLM should do, while the wording is how the prompt is phrased.

Explainability 52

Explainability Prompt Engineer Prompt Engineering Machine Learning 52

Pickl AI

AUGUST 2, 2023

One such incredible innovation is ChatGPT, developed by OpenAI. architecture to provide human-like responses to natural language prompts. ChatGPT is an AI language model based on the GPT (Generative Pre-trained Transformer) architecture developed by OpenAI. ChatGPT is an AI language model that leverages the GPT-3.5

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

Heartbeat

NOVEMBER 24, 2023

pip install langchain openai tiktoken !wget We’re committed to supporting and inspiring developers and engineers from all walks of life. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments.

Deep Learning 52

Deep Learning Metadata OpenAI Data Scientist 52

Heartbeat

DECEMBER 7, 2023

OpenAI) used to generate the answer. We’re committed to supporting and inspiring developers and engineers from all walks of life. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments.

LLM 52

LLM OpenAI Deep Learning Large Language Models 52

Heartbeat

NOVEMBER 23, 2023

Question: {question} Answer: """ evil_qa_prompt = PromptTemplate( template=template, input_variables=["question"], ) llm = OpenAI(temperature=0) evil_qa_chain = LLMChain(llm=llm, prompt=evil_qa_prompt) evil_qa_chain.run(question="How can I steal bottles of Pinot Noir in broad daylight?")

LLM 52

LLM Data Scientist OpenAI AI Tools 52

Heartbeat

DECEMBER 8, 2023

We’re committed to supporting and inspiring developers and engineers from all walks of life. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments. We pay our contributors, and we don’t sell ads.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning LLM 52

Heartbeat

DECEMBER 22, 2023

Run queries Preliminaries Ensure you take care of imports, setting your OpenAI key, etc. You can inspect the REACT prompt template below and observe that it is, in fact, a partial prompt template. We’re committed to supporting and inspiring developers and engineers from all walks of life.

LLM 52

LLM Data Scientist Data Science Deep Learning 52

Heartbeat

NOVEMBER 16, 2023

pip install langchain openai datasets duckduckgo-search import os import getpass os.environ["OPENAI_API_KEY"] = getpass.getpass("Enter Your OpenAI API Key:") If you don’t specify an eval LLM, the load_evaluator method will initialize a GPT-4 LLM to power the grading chain. We pay our contributors, and we don’t sell ads.

LLM 52

LLM Chatbots Explainability Deep Learning 52

Mlearning.ai

APRIL 15, 2023

As of today there are 3 main ways to make LLMs output more specific results: Prompt engineering — providing more context in the prompt and engineering the request. Tuning the LLMs on your data can lead to cost reduction.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering ChatGPT 52

Heartbeat

DECEMBER 14, 2023

" {chat_history} Question: {input} {agent_scratchpad} """ llm = OpenAI(temperature=0.0) " Question: {input} {agent_scratchpad} """ llm = OpenAI(temperature=0.0) We’re committed to supporting and inspiring developers and engineers from all walks of life. Let’s code! " tools[2].description

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

Heartbeat

NOVEMBER 10, 2023

pip install langchain openai import os import getpass os.environ["OPENAI_API_KEY"] = getpass.getpass("Enter Your OpenAI API Key:") LangChain Expression Language This is a declarative way to truly compose chains — and get streaming, batch, and async support out of the box. We pay our contributors, and we don’t sell ads.

LLM 52

LLM Deep Learning Natural Language Processing OpenAI 52

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? 1x: OpenAI: DALL-e 3  — too! 1x: Robotics control.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

Heartbeat

NOVEMBER 17, 2023

We’re committed to supporting and inspiring developers and engineers from all walks of life. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments. We pay our contributors, and we don’t sell ads.

Data Scientist 52

Data Scientist Deep Learning Algorithm LLM 52

Viso.ai

MARCH 12, 2024

Sora is a text-to-video artificial intelligence model developed by OpenAI that can create realistic and imaginative scenes from text instructions. OpenAI considers Sora as a path towards creating a simulator for the physical and digital world. How Does OpenAI’s Sora Work? How Does Sora Generate Video From Text?

OpenAI 52

OpenAI Metadata Deep Learning Prompt Engineer 52

Mlearning.ai

AUGUST 11, 2023

I’ll give you in-depth descriptions for how to best wield the top 10 approaches that have helped me become a better prompt engineer. I hope they will be useful for you on your journey to becoming a master prompt engineer. Many of them can help you develop applications based on the model’s APIs (like the OpenAI API).

Prompt Engineer 98

Prompt Engineer Prompt Engineering Robotics ChatGPT 98

Chatbots Life

MAY 12, 2023

a deep dive Unless you have been living under a rock for the last few months, you have probably heard about a new model from OpenAI called ChatGTP. As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about.

ChatGPT 105

ChatGPT Software Engineer NLP Prompt Engineer 105

The MLOps Blog

MARCH 12, 2024

Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways. with efficient methods and enhancing model performance through prompt engineering and retrieval augmented generation (RAG).

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Large Language Models 52

Heartbeat

FEBRUARY 13, 2024

So, let's get started… Proprietary vs Open Source LLMs Though OpenAI's ChatGPT is the leader among the LLM models and has revolutionized the industry with its offerings, open-source LLM ecosystems are rapidly evolving and are becoming as good as proprietary LLMs in terms of performance.

Data Scientist 52

Data Scientist LLM Deep Learning Prompt Engineer 52

Snorkel AI

MAY 25, 2023

As the original researchers explained, “the pre-trained BERT model can be fine-tuned with just one additional output layer to create state-of-the-art models for a wide range of tasks.” OpenAI’s GPT-2, finalized in 2019 at 1.5 Next, OpenAI released GPT-3 in June of 2020. Most recently, OpenAI debuted GPT-4.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52