AWS Machine Learning Blog

MAY 16, 2023

Today we are excited to announce that Together Computer’s GPT-NeoXT-Chat-Base-20B language foundation model is available for customers using Amazon SageMaker JumpStart. GPT-NeoXT-Chat-Base-20B is an open-source model to build conversational bots. Let’s explore how we can use the GPT-NeoXT-Chat-Base-20B model in JumpStart.

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Chatbots Machine Learning Algorithm ML 89

Towards AI

FEBRUARY 27, 2024

This week was not all controversy; we also saw several exciting model updates and releases with Google’s Gemma, Stable Diffusion 3, Phind- 70B, and the announcement of Mistral’s competitor for GPT-4. It achieves strong results on commonly used benchmarks and comes close to GPT-4 on many tests.

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LLM AI AI ChatGPT 105

NYU Center for Data Science

AUGUST 21, 2023

When tested, GPT-4 (the LLM Chat GPT runs on) correctly identified one-third of the puzzles in one pattern category and only 3% of the puzzles in another. The test, known as ConceptARC, presents a series of colored blocks on a screen, which most people can look at and isolate connecting patterns.

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LLM Large Language Models Data Science ChatGPT 72

Marktechpost

DECEMBER 8, 2023

Examples of these models are GPT, Claude, Palm, and Llama. Agents that use Large Language Models (LLMs) or other AI technologies fall under this category. However, a lot of current frameworks need help managing these structures, especially when it comes to sharing data between various plugins or chat rounds.

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Machine Learning LLM Large Language Models Chatbots 130

John Snow Labs

DECEMBER 7, 2023

Alternatively, users can employ metrics like String Distance or Embedding Distance to evaluate the model’s performance in the Question-Answering Task within the robustness category. In this case, we opted for the GPT-3.5-Turbo-Instruct On the positive side, gpt-3.5-turbo-instruct actual_results.lower().strip()==expected_results.lower().strip()

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LLM Large Language Models Natural Language Processing OpenAI 69

Artificial Corner

JANUARY 31, 2024

ChatGPT is a prime example of this, with the launch of GPT-4 introducing new capabilities to its predecessor, enabling more complex tasks like interacting with images and accessing the internet. However, there's already talk of GPT-4.5, In recent months, we've witnessed an acceleration in the improvement of existing AI products.

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AI AI ChatGPT Explainability 105

IBM Journey to AI blog

MAY 8, 2023

Risk and limitations of AI The risk associated with the adoption of AI in insurance can be separated broadly into two categories—technological and usage. This blog continues the discussion, now investigating the risks of adopting AI and proposes measures for a safe and judicious response to adopting AI.

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AI AI Algorithm Generative AI 185

Unite.AI

AUGUST 15, 2023

Copy AI offers over 90 templates and tools broken down into six categories (Business, Careers, HR, Marketing, Personal, Real Estate, and Sales), so you'll be sure to find something that suits your needs. Jasper AI and Copy AI use the latest version of ChatGPT, GPT-4 , an open-source AI language model developed by Open AI.

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AI AI Chatbots Natural Language Processing 246

AWS Machine Learning Blog

NOVEMBER 6, 2023

At the time of this writing, the following LLMs available in SageMaker JumpStart support streaming: Mistral AI 7B, Mistral AI 7B Instruct Falcon 180B, Falcon 180B Chat Falcon 40B, Falcon 40B Instruct Falcon 7B, Falcon 7B Instruct Rinna Japanese GPT NeoX 4B Instruction PPO Rinna Japanese GPT NeoX 3.6B

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Large Language Models LLM Algorithm Machine Learning 102

LevelAI

NOVEMBER 6, 2023

They painstakingly listen to hundreds of phone calls and review chat logs and emails to identify customer needs and issues. It is built on an in-house LLM (large language model) that is trained on your contact center data to be many times more efficient than Chat GPT.

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Generative AI Categorization Large Language Models AI 52

Defined.ai blog

MARCH 20, 2023

Today, we will be chatting with ChatGPT. Our interview with ChatGPT Defined.ai (DAI): Hello chat GPT, my name is Ian Turner and I’m the Director for Strategic Partnerships at Defined.ai, how are you? Chat GPT (CGPT): Hello Ian Turner, it’s nice to meet you! to get a free enterprise account.

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Large Language Models ChatGPT Natural Language Processing Computer Vision 52

Snorkel AI

SEPTEMBER 20, 2023

In a past experiment , Snorkel researchers working with academic partners at Stanford and Brown found that a fine-tuned RoBERTa model significantly outperformed zero-shot prompts on an off-the-shelf version of GPT-3. For example, imagine a customer support chat copilot. These approaches are neither mutually exclusive nor incompatible.

Data Science 59

Data Science Artificial Intelligence Artificial Intelligence NLP 59

Marktechpost

JULY 1, 2023

ChatGPT may be the most well-known AI system right now, but the underlying GPT technology is causing a stir. Its two most recent versions, GPT-3 and GPT-4, are quite potent, and they are also available as an API so that other programmers can incorporate AI text production into their programs.

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Artificial Intelligence Artificial Intelligence AI AI 97

Heartbeat

NOVEMBER 22, 2023

Setting Up the Environment First, we’ll use Github Codespace and Python in conjunction with the OpenAI GPT-3.5 Other product categories and details) ''' This step allows you to enter the product list for your store. The get_completion_from_messages function sends messages to the OpenAI GPT-3.5 message.content 5.

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Chatbots OpenAI Deep Learning Machine Learning 52

Heartbeat

JANUARY 5, 2024

Image by Author Large Language Models (LLMs) entered the spotlight with the release of OpenAI’s GPT-3 in 2020. There have been great leaps in the LLMs space, from the introduction of Google’s “sentient” LaMDA chatbot, BLOOM, the first high-performance and open-source LLM, and the release of next-generation GPT-3.5 models by OpenAI.

Large Language Models 52

Large Language Models LLM Chatbots AI 52

O'Reilly Media

AUGUST 8, 2023

This surge didn’t really start until last November, when it was spurred by the appearance of ChatGPT—even though search terms like LLM were already in circulation because of GPT-3, DALL-E, StableDiffusion, Midjourney, and other language-based generative AI tools. Users can train these models to do whatever they want.

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ChatGPT Large Language Models Machine Learning LLM 72

Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well. closed-qa 5851 31.9

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Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well. closed-qa 5851 31.9

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well. closed-qa 5851 31.9

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Categorization ChatGPT Large Language Models Generative AI 40

Mlearning.ai

AUGUST 7, 2023

Imagine, with a e-Menu to order food, instead of scrolling and clicking on different categories, one can ask the assistant “do you have carrot cake”, it either navigate to the detail page of carrot cake or to the category if it’s ambiguous. See complete conversation: [link] ChatGPT (gpt-3.5-turbo)

LLM 52

LLM Prompt Engineer Prompt Engineering ChatGPT 52

Unite.AI

JANUARY 16, 2024

The introduction of Large Language Models including GPT, DALL-E, PaLM, LLaMA, and BLOOM, has changed the landscape in NLP research, resulting in significant advancements of multimodal language models. However, as no dataset evaluates multimodal chatting with mandatory referring or grounding actions, it leaves a gap.

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Large Language Models NLP LLM Algorithm 130

Dlabs.ai

MAY 19, 2023

We’ve even organized them into categories to help you find the most relevant tools for you. You might even want to invest in the paid version for access to GPT-4, alongside plug-ins and web browsing capabilities. Simply prompt Bing Chat with your desired image concept. That said, there are many more tools worth exploring.

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AI Tools AI AI ChatGPT 59

Dlabs.ai

MAY 19, 2023

We’ve even organized them into categories to help you find the most relevant tools for you. You might even want to invest in the paid version for access to GPT-4, alongside plug-ins and web browsing capabilities. Simply prompt Bing Chat with your desired image concept. That said, there are many more tools worth exploring.

AI Tools 52

AI Tools AI AI ChatGPT 52

Mlearning.ai

NOVEMBER 1, 2023

Image created by author using Dalle-3 via Bing Chat Ultimate guide to evaluating LLMs- Covers Key Benchmarks and why specific Benchmarks should be prioritised for different tasks Many open-source and closed-source Large Language Models (LLMs) are available. And finally LLMs ranked using Elo rating system which is widely used rating in chess.

Large Language Models 52

Large Language Models LLM Chatbots Algorithm 52

Towards AI

MARCH 7, 2024

Analyze the content of each document using GPT to parse it into JSON objects. To glean the most value, you should possess a foundational understanding of Python programming, GPT models, embeddings, vector search, and SQL databases. or “What were the total sales in Q4 2021?” But I’ve opted for a different route this time.

Python 59

Python OpenAI AI AI 59

Unite.AI

APRIL 22, 2024

You can think of it like this: should we use OpenAI's GPT, Google's Gemini, or Meta's Llama-2 for our generative AI features? It does this through a multi-step process: Initial Contact : When a user encounters a problem, he or she can open a chat with our AI-powered Virtual Agent (VA) and describe the issue.

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Software Engineer AI Modeling Generative AI Large Language Models 147

Heartbeat

FEBRUARY 8, 2024

Components of a Chat-Bots The LangChain framework includes various modules, each of which adds to the chatbot’s functionality. Chat Model Chat models are a category of LLMs specifically trained to output human-like, conversational responses. The AI chat message is then provided as the output from the chat model.

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Conversational AI Chatbots LLM Prompt Engineer 52

Topbots

MARCH 18, 2024

Recognizing this barrier, OpenAI introduced custom GPTs last year, offering a solution that partially addresses this challenge. The specialized versions of GPT come pre-configured to perform specific functions, eliminating the need for intricate prompt engineering by the user.

AI Tools 52

AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

Unite.AI

JANUARY 17, 2024

Chatting with the AI makes data analysis and visualization enjoyable and rewarding while offering valuable insights. For example, Julius can generate line graphs or pie charts showing sales performance across different regions or product categories. Chat with Your Data Julius AI's most prominent feature is its chat functionality.

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Data Analysis AI AI Chatbots 147

TheSequence

JUNE 11, 2023

Created Using Midjourney Next Week in The Sequence: Edge 299: We expand on the tool-augmented LLM discussion by discussing specific categories of methods. Finally, we discuss Microsoft’s DeepSpeed-Chat that enables the fine tuning of LLMs. The research section covers Google’s Tool Augmented Language Model paper.

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Algorithm LLM Computer Scientist OpenAI 88

Snorkel AI

MARCH 1, 2023

Foundation Models (FMs), such as GPT-3 and Stable Diffusion, mark the beginning of a new era in machine learning and artificial intelligence. This differs from previous generations of machine learning architectures, which fell into two categories: supervised and unsupervised. GPT-3 is best known as the original backbone of ChatGPT.

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BERT Natural Language Processing Large Language Models Neural Network 83

Unite.AI

APRIL 26, 2024

Helpful resources and support like a Helpdesk , 24/7 Live Chat, and Facebook Community. Once you're happy with your website, use GPT-4 to enhance the tone of your copy to resonate the most with your target audience. These UI blocks are in 20+ categories, including SaaS, Web/Mobile Apps, and Personal & Agency Websites.

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AI AI AI Tools Artificial Intelligence 289

Snorkel AI

MAY 25, 2023

This is why when fed the prompt “I went to see the New York,” the first token GPT-3 generates will almost always be a sports team or performance venue associated with the city. The tie was a deliberate choice; the researchers wanted it to have the same number of parameters as GPT to simplify performance comparisons.)

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

This is why when fed the prompt “I went to see the New York,” the first token GPT-3 generates will almost always be a sports team or performance venue associated with the city. The tie was a deliberate choice; the researchers wanted it to have the same number of parameters as GPT to simplify performance comparisons.)

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

O'Reilly Media

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. It’s no surprise that 23% of respondents report that their companies are using one of the GPT models (2, 3.5,

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Generative AI AI AI Data Analysis 108

Topbots

SEPTEMBER 11, 2023

Whole categories of products for fun and entertainment exist in the B2C camp, like gaming and Augmented Reality. In reality, this category can generate even stronger emotional responses than B2C.[4] Fun and pleasure : Here, we get into the emotional side of product use, also called the “visceral” level by Don Norman [3].

AI 59

AI AI UX Design Automation 59

Mlearning.ai

APRIL 12, 2023

Using ChatGPT API for creating tasks Chat GPT API is an AI-powered REST API that uses natural language processing and machine learning to generate human-like responses to user queries. import openai # Get the key from the OpenAI web site openai.api_key = " " model_id = "gpt-3.5-turbo" We will be using the GPU 3.5

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ChatGPT Chatbots Natural Language Processing OpenAI 92