John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

Natural Language Processing 98

Natural Language Processing NLP Large Language Models Responsible AI 98

Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP). This paper explored models using fine-tuning and transfer learning.

Automation 270

Automation Natural Language Processing Large Language Models Deep Learning 270

Marktechpost

APRIL 10, 2024

For too long, the world of natural language processing has been dominated by models that primarily cater to the English language. However, a groundbreaking new development is set to challenge this status quo and usher in a more inclusive era of language models – the Chinese Tiny LLM (CT-LLM).

LLM 113

LLM Natural Language Processing NLP ML 113

Mlearning.ai

JUNE 7, 2023

I worked on an early conversational AI called Marcel in 2018 when I was at Microsoft. This ability to understand long-range dependencies helps transformers better understand the context of words and achieve superior performance in natural language processing tasks.

Natural Language Processing 52

Natural Language Processing BERT NLP ChatGPT 52

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

LLM 173

LLM Large Language Models Prompt Engineer Prompt Engineering 173

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. This discovery fueled the development of large language models like ChatGPT. These are deep learning models used in NLP.

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LLM BERT NLP Python 342

Marktechpost

MAY 25, 2024

Large Language Models (LLMs) have driven remarkable advancements across various Natural Language Processing (NLP) tasks. The progression in this field continues to transform how machines comprehend and process language, opening new avenues for research and development. Check out the Paper.

LLM 113

LLM Natural Language Processing Large Language Models AI Researcher 113

Towards AI

APRIL 9, 2024

Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have transformed the field of natural language processing with their advanced capabilities and highly sophisticated solutions. Introduction to LLM Fine-Tuning 1.1. The Novice’s LLM Training Guide1.2.

Large Language Models 96

Large Language Models LLM Natural Language Processing Explainability 96

AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project? techmonitor.ai

OpenAI 147

OpenAI Natural Language Processing Robotics LLM 147

Marktechpost

DECEMBER 4, 2023

Large Language Models (LLMs) are artificial intelligence models for natural language processing tasks. They have transformed natural language processing with their ability to understand and develop human-like text. The utility is in every field of life.

Large Language Models 137

Large Language Models LLM Natural Language Processing Chatbots 137

Flipboard

JUNE 20, 2023

Galileo, a San Francisco-based artificial intelligence startup, announced today the launch of Galileo LLM Studio, a platform to diagnose and fix issues with large language models. The platform aims to help companies deploy natural language processing models into production faster by detecting …

LLM 126

LLM Natural Language Processing Large Language Models Artificial Intelligence 126

Unite.AI

APRIL 16, 2024

In the rapidly advancing field of large language models (LLMs), a new powerful model has emerged – DBRX, an open source model created by Databricks. This LLM is making waves with its state-of-the-art performance across a wide range of benchmarks, even rivaling the capabilities of industry giants like OpenAI's GPT-4.

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LLM Large Language Models Data Analysis Neural Network 130

Marktechpost

FEBRUARY 14, 2024

Traditionally, LLMs excel in broad natural language processing tasks but falter when navigating the complex terrains of domains rich in specialized terminologies and structured data formats, such as protein sequences and chemical compounds.

LLM 110

LLM Natural Language Processing Large Language Models AI 110

Unite.AI

NOVEMBER 29, 2023

Furthermore, developers have demonstrated that these smaller LLM frameworks can be trained further using a proprietary-models based dSFT or Distilled Supervised Fine-Tuning approach, that uses the output from an effective teacher model as supervised data for the student model in an attempt to boost the accuracy.

LLM 173

LLM Large Language Models Natural Language Processing Artificial Intelligence 173

Marktechpost

FEBRUARY 29, 2024

Large Language Models (LLMs) have transformed natural language processing, offering user modeling and personalization opportunities. Directly fine-tuning LLMs with interaction histories faces hurdles like sparse data, multimodal interactions, and lengthy sequences.

Artificial Intelligence 116

Artificial Intelligence Artificial Intelligence LLM Large Language Models 116

Analytics Vidhya

DECEMBER 12, 2023

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications. In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform.

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Large Language Models Natural Language Processing LLM Conversational AI 236

Towards AI

JANUARY 3, 2024

Last Updated on January 5, 2024 by Editorial Team Author(s): Aditya Mohan Originally published on Towards AI. Photo by Annie Spratt on Unsplash Information extraction is the process of automating the retrieval of specific information related to a specific topic from a collection of texts or documents.

LLM 109

LLM Natural Language Processing Large Language Models Machine Learning 109

Marktechpost

JANUARY 14, 2024

Language Model evaluation is crucial for developers striving to push the boundaries of language understanding and generation in natural language processing. Meet LLM AutoEval : a promising tool designed to simplify and expedite the process of evaluating Language Models (LLMs).

LLM 92

LLM Natural Language Processing Automation AI 92

Unite.AI

JULY 5, 2023

MosaicML is a generative AI company that provides AI deployment and scalability solutions. Their latest large language model (LLM) MPT-30B is making waves across the AI community. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

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LLM NLP Large Language Models Generative AI 264

Marktechpost

APRIL 25, 2024

Understanding the terminology, from the foundational aspects of training and fine-tuning to the cutting-edge concepts of transformers and reinforcement learning, is the first step towards demystifying the powerful algorithms that drive modern AI language systems. These models typically involve an encoder and a decoder.

Large Language Models 119

Large Language Models LLM Neural Network Natural Language Processing 119

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.

Large Language Models 147

Large Language Models LLM Machine Learning Natural Language Processing 147

Becoming Human

APRIL 19, 2024

Towards Improving the Safety of LLMs The field of Natural Language Processing has undergone a revolutionary transformation with the advent of Large Language Models (LLMs). An ideal defense strategy should make the LLM safe against the unsafe inputs without making it over-defensive on the safe inputs.

LLM 111

LLM Large Language Models Algorithm Natural Language Processing 111

BAIR

MARCH 11, 2024

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI. The actual text for the post content appears below.

Robotics 344

Robotics Natural Language Processing Machine Learning Computer Vision 344

Unite.AI

MARCH 11, 2024

As we navigate the recent artificial intelligence (AI) developments, a subtle but significant transition is underway, moving from the reliance on standalone AI models like large language models (LLMs) to the more nuanced and collaborative compound AI systems like AlphaGeometry and Retrieval Augmented Generation (RAG) system.

AI Modeling 303

AI Modeling Large Language Models Neural Network AI 303

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. What are Domain-Specific Language Models?

Large Language Models 204

Large Language Models Natural Language Processing LLM Data Scarcity 204

Unite.AI

APRIL 18, 2024

The field of artificial intelligence (AI) continues to push the boundaries of what was once thought impossible. From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception.

Software Engineer 261

Software Engineer Software Development LLM AI 261

Marktechpost

MARCH 19, 2024

IBM researchers have introduced LAB (Large-scale Alignment for chatbots) to address the scalability challenges encountered during the instruction-tuning phase of training large language models (LLMs). In conclusion, the paper introduces LAB as a novel methodology to address the scalability challenges in instruction tuning for LLMs.

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Large Language Models LLM Natural Language Processing Chatbots 105

Marktechpost

JANUARY 3, 2024

Significance The following are some tools that can used for LLM application development: LangChain LangChain, an open-source framework, empowers developers in AI and machine learning to seamlessly integrate large language models like OpenAI’s GPT-3.5

LLM 108

LLM Large Language Models Chatbots Machine Learning 108

Marktechpost

MARCH 6, 2024

The natural language processing (NLP) field has witnessed significant advancements with the emergence of Large Language Models (LLMs) like GPT and LLaMA. These models have become essential tools for various tasks, prompting a growing need for proprietary LLMs among individuals and organizations.

LLM 82

LLM Large Language Models Neural Network Natural Language Processing 82

AI Weekly

APRIL 11, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. No legacy process is safe.

Robotics 207

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

Marktechpost

MAY 10, 2024

Large language models (LLMs) have revolutionized natural language processing, enabling groundbreaking advancements in various applications such as machine translation, question-answering, and text generation. Performance-wise, COLLAGE exhibits significant speed-ups in training throughput, achieving up to 3.7x

LLM 93

LLM Machine Learning Large Language Models Natural Language Processing 93

Marktechpost

MARCH 10, 2024

However, a novel method, Gradient Low-Rank Projection (GaLore), by researchers from the California Institute of Technology, Meta AI, University of Texas at Austin, and Carnegie Mellon University, offers a fresh perspective. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Machine Learning 114

Machine Learning LLM Large Language Models Natural Language Processing 114

Marktechpost

DECEMBER 12, 2023

Large Language Models (LLMs) like ChatGPT have revolutionized natural language processing, showcasing their prowess in various language-related tasks. However, these models grapple with a critical issue – the auto-regressive decoding process, wherein each token requires a full forward pass.

LLM 99

LLM Machine Learning Natural Language Processing Large Language Models 99

Marktechpost

MAY 17, 2024

Natural Language Processing (NLP) is a cutting-edge field that enables machines to understand, interpret, & generate human language. It has applications in various domains, such as language translation, text summarization, sentiment analysis, and the development of conversational agents.

LLM 134

LLM Large Language Models Natural Language Processing NLP 134

Artificial Corner

JULY 30, 2023

So that’s why I tried in this article to explain LLM in simple or to say general language. Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. No training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 85

Large Language Models LLM Natural Language Processing Deep Learning 85

Marktechpost

MAY 13, 2024

Large language models (LLMs) such as GPT-4 and Llama are at the forefront of natural language processing, enabling various applications from automated chatbots to advanced text analysis. In practice, Vidur has demonstrated substantial cost reductions in LLM deployment. Check out the Paper and GitHub.

LLM 77

LLM Large Language Models Natural Language Processing Automation 77

Marktechpost

JANUARY 20, 2024

Stable AI has recently released a new state-of-the-art model, Stable-Code-3B , designed for code completion in various programming languages with multiple additional capabilities. trillion tokens including both natural language data and code data in 18 programming languages and codes. It is trained on 1.3

Large Language Models 114

Large Language Models Auto-complete LLM Natural Language Processing 114