ML @ CMU

OCTOBER 29, 2024

Recent research has shown that large language models (LLMs) such as ChatGPT are susceptible to jailbreaking attacks, wherein malicious users fool an LLM into generating toxic content (e.g., The next big development stirring the waters of AI frenzy is called a large language model, or LLM for short. bomb-building instructions).

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Robotics LLM Chatbots Large Language Models 124

John Snow Labs

JANUARY 25, 2024

The shift across John Snow Labs’ product suite has resulted in several notable company milestones over the past year including: 82 million downloads of the open-source Spark NLP library. State-of-the-art text embeddings are provided, outperforming those by OpenAI. Monthly downloads increased by 60% since the 5.0

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NLP LLM Generative AI Large Language Models 94

Marktechpost

SEPTEMBER 26, 2024

LLMs have advanced significantly, showcasing their capabilities across various domains. Intelligence, a multifaceted concept, involves multiple cognitive skills, and LLMs have pushed AI closer to achieving general intelligence. However, they often struggle with complex logical reasoning tasks. and 27.1%, respectively.

LLM 122

LLM OpenAI NLP ML 122

Towards AI

OCTOBER 10, 2024

The evolution of Large Language Models (LLMs) allowed for the next level of understanding and information extraction that classical NLP algorithms struggle with. This is where LLMs come into play with their capabilities to interpret customer feedback and present it in a structured way that is easy to analyze.

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Metadata LLM Algorithm Large Language Models 119

Unite.AI

JULY 23, 2024

In this comprehensive guide, we'll explore the landscape of LLM serving, with a particular focus on vLLM (vector Language Model), a solution that's reshaping the way we deploy and interact with these powerful models. Example: Consider a relatively modest LLM with 13 billion parameters, such as LLaMA-13B.

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LLM Large Language Models Chatbots Artificial Intelligence 130

John Snow Labs

NOVEMBER 28, 2023

We are thrilled to announce the release of NLP Lab version 5.5, This update introduces integration with Azure OpenAI Service that provides organizations with access to OpenAI’s models with added layers of enterprise-grade capabilities, offering enhanced security, compliance, and governance features that are crucial for large organizations.

NLP 52

NLP OpenAI LLM Natural Language Processing 52

John Snow Labs

AUGUST 29, 2023

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. And truly, there can’t be an effective RAG without an NLP library that is production-ready, natively distributed, state-of-the-art, and user-friendly. We’re excited to unveil Spark NLP 5.1

NLP 98

NLP OpenAI BERT LLM 98

Explosion

MAY 17, 2023

A lot of people are building truly new things with Large Language Models (LLMs), like wild interactive fiction experiences that weren’t possible before. But if you’re working on the same sort of Natural Language Processing (NLP) problems that businesses have been trying to solve for a long time, what’s the best way to use them?

LLM 135

LLM NLP Large Language Models OpenAI 135

Unite.AI

JANUARY 10, 2024

By integrating the sophisticated language processing capabilities of models like ChatGPT with the versatile and widely-used Scikit-learn framework, Scikit-LLM offers an unmatched arsenal for delving into the complexities of textual data. Why Scikit-LLM? and the user-friendly environment of Scikit-learn. Installation %%capture !pip

Large Language Models 147

Large Language Models LLM Machine Learning Python 147

Analytics Vidhya

JULY 28, 2023

Learn to master prompt engineering for LLM applications with LangChain, an open-source Python framework that has revolutionized the creation of cutting-edge LLM-powered applications. Introduction In the digital age, language-based applications play a vital role in our lives, powering various tools like chatbots and virtual assistants.

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Prompt Engineering Prompt Engineer LLM Python 222

Unite.AI

FEBRUARY 7, 2024

LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code. LLMs, such as GPT-4 , BERT , and T5 , are very powerful and versatile in Natural Language Processing (NLP). However, LLMs are also very different from other models.

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Machine Learning Large Language Models LLM BERT 294

Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. Let’s delve into the role of transformers in NLP and elucidate the process of training LLMs using this innovative architecture. appeared first on MarkTechPost.

Large Language Models 124

Large Language Models NLP Convolutional Neural Networks Neural Network 124

The MLOps Blog

MARCH 23, 2023

NLP models in commercial applications such as text generation systems have experienced great interest among the user. These models have achieved various groundbreaking results in many NLP tasks like question-answering, summarization, language translation, classification, paraphrasing, et cetera. For instance, a 1.5B

NLP 115

NLP LLM Large Language Models Natural Language Processing 115

John Snow Labs

AUGUST 29, 2023

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. And truly, there can’t be an effective RAG without an NLP library that is production-ready, natively distributed, state-of-the-art, and user-friendly. We’re excited to unveil Spark NLP 5.1

NLP 52

NLP OpenAI BERT LLM 52

Marktechpost

JUNE 13, 2024

Transformer-based generative Large Language Models (LLMs) have shown considerable strength in a broad range of Natural Language Processing (NLP) tasks. For this, top AI firms like OpenAI, Google, and Baidu offer a language model-as-a-service (LMaaS) by granting access to their LLMs through APIs.

LLM 124

LLM Natural Language Processing Large Language Models NLP 124

John Snow Labs

JULY 5, 2023

We are delighted to announce the release of Spark NLP 5.0, We are delighted to announce the release of Spark NLP 5.0, With this support, you can look forward to faster inference, automatic optimization, and quantization when exporting your LLM models. Spark NLP ONNX Introducing support for ONNX Runtime in Spark NLP.

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NLP BERT LLM Inference Engine 52

Pragnakalp

APRIL 20, 2024

That’s where the magic of Langchain and OpenAI comes in! Langchain, a powerful language tool, teams up with OpenAI’s advanced models to make your Q&A dreams a reality. Let’s dive in and turn your questions into conversations with the help of Langchain and OpenAI! pdf_link = "s40537-014-0007-7.pdf"

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OpenAI LLM Big Data ChatGPT 59

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. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 85

Towards AI

MARCH 17, 2023

From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy for anyone to build an NLP-powered product. As a result, hundreds of apps have been popping up every day, predominantly relying on APIs such as OpenAI, Cohere, or Stable Diffusion. Let’s explore a few of those.

NLP 82

NLP LLM Large Language Models Prompt Engineer 82

Unite.AI

JUNE 13, 2024

BootstrapFinetune : Distills a prompt-based DSPy program into weight updates for smaller LMs, allowing you to fine-tune the underlying LLM(s) for enhanced efficiency. The post Optimize LLM with DSPy : A Step-by-Step Guide to build, optimize, and evaluate AI systems appeared first on Unite.AI.

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LLM AI AI Large Language Models 130

Unite.AI

NOVEMBER 30, 2023

Randy and I both come from finance and algorithmic trading backgrounds, which led us to take the concept of matching requests with answers to build our own NLP for hyper-specific inquiries that would get asked at locations. We had a scheduled press release to announce our patent-pending Context-based NLP upgrade for December 6, 2022.

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Large Language Models LLM Conversational AI NLP 147

Topbots

JULY 24, 2023

The strategies presented in this article, are primarily relevant for developers building large language model (LLM) applications. Still, the majority of these tips are equally applicable to end users interacting with ChatGPT via OpenAI’s user interface. Furthermore, these recommendations aren’t exclusive to ChatGPT.

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Prompt Engineering Prompt Engineer LLM ChatGPT 98

Analytics Vidhya

JUNE 13, 2024

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis.

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Large Language Models Natural Language Processing NLP Python 371

Mlearning.ai

AUGUST 22, 2023

Created by DALL-E LLM (Large Language Model) leverages a unified way to consume, analyze, search and train this volume of data, LLMs use a language for a unified representation of unstructured data — Embeddings. ", "cl100k_base")) 6 Popular OpenAI models likegpt-4, gpt-3.5-turbo, words by mean.

LLM 52

LLM OpenAI Neural Network Large Language Models 52

Topbots

AUGUST 7, 2023

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.

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LLM Large Language Models ML Natural Language Processing 97

Topbots

FEBRUARY 19, 2024

However, building a successful LLM application involves much more than just leveraging advanced technology. When embarking on the journey of building an LLM application, one of the first and most crucial decisions is choosing the foundation model. Create Targeted Evaluation Sets for Comparing LLM Performance in Your Specific Use Case.

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LLM Natural Language Processing Data Ingestion Automation 64

Marktechpost

DECEMBER 16, 2023

We will integrate LangChain with OpenAi’s model APIs. pip install openai import os os.environ["OPENAI_API_KEY"] ="YOUR_OPENAI_TOKEN" from langchain.llms import OpenAI llm = OpenAI(temperature=0.9) text = "What would be a good company name for a company that makes candy floss?" Let's think step by step.

LLM 105

LLM OpenAI Large Language Models Deep Learning 105

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. GPT-4 by OpenAI Summary GPT-4 is a large-scale, multimodal model that accepts image and text inputs and generates text outputs. The instruction tuning involves fine-tuning the Q-Former while keeping the image encoder and LLM frozen. Code implementation of GPT-4 is not available.

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LLM Large Language Models Natural Language Processing Chatbots 106

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Transformers and Advanced NLP Models : The introduction of transformer architectures revolutionized the NLP landscape.

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Auto-complete ChatGPT Large Language Models Neural Network 240

Towards AI

APRIL 12, 2023

In the last few years, if you google healthcare or clinical NLP, you would see that the search results are blanketed by a few names like John Snow Labs (JSL), Linguamatics (IQVIA), Oncoustics, BotMD, Inspirata. Last Updated on April 17, 2023 by Editorial Team Author(s): Dr. Mandar Karhade, MD. Originally published on Towards AI.

LLM 71

LLM BERT NLP OpenAI 71

Heartbeat

FEBRUARY 13, 2024

Learning Path to Building LLM-Based Solutions — For Practitioner Data Scientists As everyone would agree, the advent of LLM has transformed the technology industry, and technocrats have had a huge surge of interest in learning about LLMs. Langchain is very comprehensive, and its applications are evolving rapidly.

Data Scientist 52

Data Scientist LLM Deep Learning Explainability 52

Towards AI

OCTOBER 31, 2024

As we wrap up October, we’ve compiled a bunch of diverse resources for you — from the latest developments in generative AI to tips for fine-tuning your LLM workflows, from building your own NotebookLM clone to instruction tuning. We have long supported RAG as one of the most practical ways to make LLMs more reliable and customizable.

LLM 105

LLM NLP BERT Large Language Models 105

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.

Python 328

Python OpenAI Software Development Software Engineer 328

ODSC - Open Data Science

JULY 13, 2023

Why Owning Your Own LLM Model is Critical — and Within Reach Many think that only the biggest companies can afford to build their own large language model. But in fact, owning your own LLM is quite feasible. Sign up for free and learn all about deep learning and NLP. What Can AI Teach Us About Data Centers?

Machine Learning 52

Machine Learning LLM Large Language Models Data Scientist 52

StreamHacker

APRIL 15, 2023

LlamaChat | Chat with your favourite LLaMA LLM models Dolly is a free, open source, ChatGPT-style AI model Run a Chatbot on PDFs using Langchain Langchain PDF QA GPT4 PDF Chatbot Langchain Make a QA Chatbot on your own text OpenAI Cookbook: Question Answering Using Embeddings GPT4-all

LLM 52

LLM Chatbots Large Language Models ChatGPT 52

StreamHacker

APRIL 15, 2023

LlamaChat | Chat with your favourite LLaMA LLM models Dolly is a free, open source, ChatGPT-style AI model Run a Chatbot on PDFs using Langchain Langchain PDF QA GPT4 PDF Chatbot Langchain Make a QA Chatbot on your own text OpenAI Cookbook: Question Answering Using Embeddings GPT4-all

LLM 52

LLM Chatbots Large Language Models ChatGPT 52

Becoming Human

MAY 15, 2023

When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). As a result, LLMs have become a key tool for a wide range of NLP applications. ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM.

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Large Language Models ChatGPT Neural Network LLM 124