Mlearning.ai

JANUARY 17, 2024

Each section of this story comprises a discussion of the topic plus a curated list of resources, sometimes containing sites with more lists of resources: 20+: What is Generative AI? 95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc.

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Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

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 79

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 79

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. Take a look at how the BBC is looking to utilise generative AI and ensure it puts its values first.

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OpenAI Prompt Engineer Prompt Engineering Large Language Models 249

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. wrote an article on DSPy, popular framework that makes it easy to compose generative AI applications.

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Explainability Prompt Engineer Prompt Engineering Machine Learning 52

Heartbeat

FEBRUARY 22, 2024

But what if I told you there's a way to bring the power of Generative AI to the Pandas library? While researching LLMs (large language models), I came across PandasAI, a library that adds Generative AI capabilities to Pandas. link] Note: * represents your OpenAI API token key. We will also explore CometLLM.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Mlearning.ai

JUNE 16, 2023

Increase your productivity in software development with Generative AI As I mentioned in Generative AI use case article, we are seeing AI-assisted developers. Overall Generative AI in SDLC Here is how Generative AI can help in SDLC stages (we may see more use cases as Generative AI matures).

Software Development 52

Software Development Generative AI ChatGPT Prompt Engineer 52

O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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Generative AI AI AI Data Analysis 106

Towards AI

FEBRUARY 15, 2023

Last Updated on February 15, 2023 by Editorial Team What happened this week in AI by Louis This week was rather chaotic in the world of large language models (LLMs) and “Generative AI” as large tech companies scrambled to display their technology in the wake of ChatGPT’s success.

Large Language Models 87

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 87

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.

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ChatGPT Prompt Engineer Prompt Engineering Artificial Intelligence 289

Unite.AI

SEPTEMBER 4, 2023

Developed by Meta with its partnership with Microsoft, this open-source large language model aims to redefine the realms of generative AI and natural language understanding. One that stresses an open-source approach as the backbone of AI development, particularly in the generative AI space.

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ChatGPT Auto-complete Large Language Models LLM 290

deepsense.ai

FEBRUARY 28, 2024

This article will be a summary of the most recent trends around LLMs, focusing on LLM democratization – making generative AI easily accessible to everyone. Another approach is to leverage one of the LLM-as-a-Service APIs like OpenAI API or Anyscale Endpoints and send requests (prompts) on demand.

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Generative AI LLM Neural Network Algorithm 104

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. RoBERTa (Robustly Optimized BERT Approach) — developed by Facebook AI.

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Large Language Models LLM Natural Language Processing Deep Learning 85

Heartbeat

AUGUST 4, 2023

“Our intelligence is what makes us human, and AI is an extension of that quality.” — Yann LeCun A new milestone is recorded almost every week as we experience the renaissance of artificial intelligence (AI) research and development. Performing this process well is now defined as a profession: prompt engineering.

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Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

Unite.AI

MAY 11, 2024

Artificial intelligence is revolutionizing various fields, including the world of art, and with that comes many AI art generators to choose from. I recently came across OpenArt AI , an AI art generator developed in San Fransisco by ex-Googlers and fueled by OpenAI ‘s machine learning algorithms.

AI 147

AI AI AI Tools Algorithm 147

deepsense.ai

FEBRUARY 28, 2024

This article will be a summary of the most recent trends around LLMs, focusing on LLM democratization – making generative AI easily accessible to everyone. Another approach is to leverage one of the LLM-as-a-Service APIs like OpenAI API or Anyscale Endpoints and send requests (prompts) on demand.

Generative AI 52

Generative AI LLM Neural Network Algorithm 52

ODSC - Open Data Science

FEBRUARY 6, 2024

Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky. You’ll explore core concepts around Prompt Engineering and Fine-Tuning and programmatically implement them using Responsible AI principles in this hands-on session.

Large Language Models 52

Large Language Models LLM Big Data NLP 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

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? This improves maintainability. We pay our contributors, and we don’t sell ads.

LLM 52

LLM Prompt Engineer Prompt Engineering Data Scientist 52

Mlearning.ai

APRIL 15, 2023

Taking Google’s Generative AI Studio to a Test Drive The long expected competition to OpenAI’s chatGPT was clearly going to come from Google Cloud. the features of GCP’s Vertex AI What’s in the box? Generative AI studio offers as of now only language services. Let’s start with the “grocery” list of features.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering ChatGPT 52

Heartbeat

FEBRUARY 8, 2024

These building blocks, similar to functions and object classes, are essential components for creating generative AI programs. pip install langchain openai comet_ml comet-llm textstat tiktoken faiss-gpu``` Chat Models As discussed above, chat models are backed by LLMs such as GPT or Anthropic. Run the following command: !pip

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Conversational AI Chatbots LLM Prompt Engineer 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.

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LLM OpenAI Deep Learning Large Language Models 52

Heartbeat

DECEMBER 8, 2023

Action: duckduckgo_search Action Input: "Chief AI Scientist Meta AI" Observation: At the same panel, Yann LeCun, chief AI scientist at Facebook parent Meta, was asked about the current limitations of AI. We’re committed to supporting and inspiring developers and engineers from all walks of life.

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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. A new generation of data scientists is emerging—those who understand and masterfully leverage Generative AI. You can inspect the REACT prompt template below and observe that it is, in fact, a partial prompt template.

LLM 52

LLM Data Scientist Data Science Deep Learning 52

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Solution overview The proposed VLP solution integrates a suite of state-of-the-art generative AI modules to yield accurate multimodal outputs.

Auto-classification 87

Auto-classification LLM Auto-complete Generative AI 87

Heartbeat

NOVEMBER 23, 2023

So, in summary, the self-critique chain enables language models to introspect, detect their own biases/errors and self-correct — a crucial capability for ethical AI systems. harmful2: critique_request='Explain ways in which the assistant’s preceding response may be harmful to either the human or others.

LLM 52

LLM Data Scientist OpenAI AI Tools 52

Heartbeat

NOVEMBER 9, 2023

From setting up your environment with essential packages like langchain, openai, and tiktoken, to diving into the depths of text splitting and document processing, this guide promises a comprehensive journey. We’re committed to supporting and inspiring developers and engineers from all walks of life.

LLM 52

LLM OpenAI Data Scientist Deep Learning 52

Heartbeat

NOVEMBER 8, 2023

'} Use apply when you have a list of inputs and want to get the LLM to generate text for each one, it will run the LLMChain for every input dictionary in the list and return a list of outputs. llm = OpenAI(temperature=.7) This uses a standard ChatOpenAI model and prompt template. llm = OpenAI(temperature=.7)

LLM 52

LLM OpenAI Data Scientist Prompt Engineer 52

Heartbeat

DECEMBER 29, 2023

For instance, Microsoft has integrated OpenAI LLMs with their Office applications in Microsoft 365 Copilot, showcasing its utility. In scenarios like QA systems, where LLMs might not always provide correct answers, the interaction with an external search engine becomes crucial, and ReAct proves invaluable.

LLM 52

LLM OpenAI Prompt Engineer Prompt Engineering 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

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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

The MLOps Blog

JUNE 5, 2023

Stephen: On this call, we have David Hershey, one of the community’s favorites, I would say – I dare to say, in fact – and we will be talking about what OpenAI GPT-3 means for the MLOps world. 5 How are startups and companies already leveraging LLMs to ship products fast? So there’s a ton of opportunities. What is GPT-3?

Large Language Models 52

Large Language Models Machine Learning Software Engineer ML 52

Heartbeat

DECEMBER 13, 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.

LLM 52

LLM Metadata Deep Learning Automation 52

Topbots

SEPTEMBER 11, 2023

The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Well, in AI products, you can pause this fight and use both to your advantage.

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AI AI UX Design Automation 59