AI, AI Research and Large Language Models - Artificial Intelligence Zone

Knowledge Fusion of Large Language Models (LLMs)

Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks.

Large Language Models

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5 Best Large Language Models (LLMs) (September 2024)

Unite.AI

SEPTEMBER 18, 2024

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. Visit Claude 3 → 2.

Large Language Models

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AI Learns from AI: The Emergence of Social Learning Among Large Language Models

Unite.AI

MARCH 22, 2024

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). It offers a more hands-on and communal way for AI to pick up new skills.

Large Language Models

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The Full Story of Large Language Models and RLHF

AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

Large Language Models

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Open source large language models: Benefits, risks and types

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

Large Language Models

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AutoGen: Powering Next Generation Large Language Model Applications

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. These models are AI algorithms that utilize deep learning techniques and vast amounts of training data to understand, summarize, predict, and generate a wide range of content, including text, audio, images, videos, and more.

Large Language Models

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New AI training techniques aim to overcome current challenges

AI News

NOVEMBER 28, 2024

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think.

Large Language Models

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Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with a Staggering 480B Parameters

Marktechpost

APRIL 25, 2024

Snowflake AI Research has launched the Arctic , a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard for cost-effectiveness and accessibility.

Large Language Models

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Anthropic Finds a Way to Extract Harmful Responses from LLMs

Analytics Vidhya

APRIL 4, 2024

Artificial intelligence (AI) researchers at Anthropic have uncovered a concerning vulnerability in large language models (LLMs), exposing them to manipulation by threat actors.

Large Language Models

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How Woodpecker is Revolutionizing AI Accuracy in Language Models?

Analytics Vidhya

OCTOBER 27, 2023

A group of AI researchers from Tencent YouTu Lab and the University of Science and Technology of China (USTC) have unveiled “Woodpecker,” an AI framework created to address the enduring problem of hallucinations in Multimodal Large Language Models (MLLMs). This is a ground-breaking development.

Large Language Models

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Survey of 2,778 AI authors: six parts in pictures

AI Impacts

JANUARY 4, 2024

The 2023 Expert Survey on Progress in AI is out , this time with 2778 participants from six top AI venues (up from about 700 and two in the 2022 ESPAI ), making it probably the biggest ever survey of AI researchers. What makes AI progress go? What will AI systems be like in 2043? Here is the preprint.

Large Language Models

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Revolutionizing Healthcare: Exploring the Impact and Future of Large Language Models in Medicine

Unite.AI

DECEMBER 8, 2023

The integration and application of large language models (LLMs) in medicine and healthcare has been a topic of significant interest and development. The emphasis on training these models on relevant, high-quality medical data, and ensuring their safety and reliability in clinical settings, is very crucial.

Large Language Models

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Hippocratic is building a large language model for healthcare

Flipboard

MAY 16, 2023

AI, specifically generative AI, has the potential to transform healthcare. At least, that sales pitch from Hippocratic AI , which emerged from stealth today with a whopping $50 million in seed financing behind it and a valuation in the “triple digit millions.” Babylon Health , an AI startup backed by the U.K.’s

Large Language Models

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Mistral AI unveils LLM rivalling major players

AI News

FEBRUARY 27, 2024

Mistral AI, a France-based startup, has introduced a new large language model (LLM) called Mistral Large that it claims can compete with several top AI systems on the market. The proprietary model boasts fluency in English, French, Spanish, German, and Italian, with a vocabulary exceeding 20,000 words.

LLM

LLM Large Language Models Big Data OpenAI

NVIDIA AI Researchers Explore Upcycling Large Language Models into Sparse Mixture-of-Experts

Marktechpost

OCTOBER 13, 2024

Mixture of Experts (MoE) models are becoming critical in advancing AI, particularly in natural language processing. MoE architectures differ from traditional dense models by selectively activating subsets of specialized expert networks for each input. If you like our work, you will love our newsletter.

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Microsoft AI Research Introduces Generalized Instruction Tuning (called GLAN): A General and Scalable Artificial Intelligence Method for Instruction Tuning of Large Language Models (LLMs)

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have significantly evolved in recent times, especially in the areas of text understanding and generation. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. If you like our work, you will love our newsletter.

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This AI Research from Tenyx Explore the Reasoning Abilities of Large Language Models (LLMs) Through Their Geometrical Understanding

Marktechpost

JULY 8, 2024

Large language models (LLMs) have demonstrated remarkable performance across various tasks, with reasoning capabilities being a crucial aspect of their development. However, the key elements driving these improvements remain unclear.

Large Language Models

Large Language Models AI Research AI Researcher LLM

Generative AI use soars among brits, but is it sustainable?

AI News

NOVEMBER 27, 2024

A survey by CloudNine PR shows that 83% of UK adults are aware of generative AI tools, and 45% of those familiar with them want companies to be transparent about the environmental costs associated with the technologies. The legislation aims to standardise how AI companies measure and report carbon emissions. The numbers are staggering.

Generative AI

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Microsoft Researchers Introduce PromptBench: A Pytorch-based Python Package for Evaluation of Large Language Models (LLMs)

Marktechpost

DECEMBER 23, 2023

In the ever-evolving large language models (LLMs), a persistent challenge has been the need for more standardization, hindering effective model comparisons and impeding the need for reevaluation. The absence of a cohesive and comprehensive framework has left researchers navigating a disjointed evaluation terrain.

Large Language Models

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Meta unveils five AI models for multi-modal processing, music generation, and more

AI News

JUNE 19, 2024

Meta has unveiled five major new AI models and research, including multi-modal systems that can process both text and images, next-gen language models, music generation, AI speech detection, and efforts to improve diversity in AI systems. “AudioSeal is being released under a commercial license.

AI Modeling

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Apple AI Research Introduces MM1.5: A New Family of Highly Performant Generalist Multimodal Large Language Models (MLLMs)

Marktechpost

OCTOBER 4, 2024

Multimodal large language models (MLLMs) represent a cutting-edge area in artificial intelligence, combining diverse data modalities like text, images, and even video to build a unified understanding across domains. is poised to address key challenges in multimodal AI. The post Apple AI Research Introduces MM1.5:

Large Language Models

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Salesforce AI Introduces ReGenesis: A Novel AI Approach to Improving Large Language Model Reasoning Capabilities

Marktechpost

OCTOBER 18, 2024

Large language models (LLMs) have revolutionized how machines process and generate human language, but their ability to reason effectively across diverse tasks remains a significant challenge. This gap in performance across varied tasks presents a barrier to creating adaptable, general-purpose AI systems.

Large Language Models

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Microsoft Introduces Automatic Prompt Optimization Framework for LLMs

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs).

Prompt Engineer

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Key Challenges and Limitations in AI-Language Models

Analytics Vidhya

SEPTEMBER 30, 2024

Introduction Artificial Intelligence has been cementing its position in workplaces over the past couple of years, with scientists spending heavily on AI research and improving it daily. AI is everywhere, from simple tasks like virtual chatbots to complex tasks like cancer detection.

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AI News Weekly - Issue #359: 10 Breakthrough AI Research Papers to Read in 2024 - Nov 16th 2023

AI Weekly

NOVEMBER 16, 2023

Powered by superai.com In the News 10 Breakthrough AI Research Papers to Read in 2024 These papers encompass a diverse array of advancements, ranging from ethical considerations to quantum computing applications, healthcare innovations to climate analysis. Global funding to AI companies reached $8.3B

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Amazon is building a LLM to rival OpenAI and Google

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. According to Reuters , the tech giant is pouring millions into this project to create a model with a staggering two trillion parameters.

LLM

LLM OpenAI Large Language Models Big Data

How AI helps Marvin's users spend 60% less time analyzing research data

AssemblyAI

MAY 4, 2023

Companies need trained researchers to dig deep and understand customers’ biggest pain points in order to compete in today’s hypercompetitive markets. Marvin helps companies collect, organize, analyze, and share qualitative research data to build customer-centric products and services.

Large Language Models

Large Language Models Data Analysis AI AI

The exponential expenses of AI development

AI News

JULY 29, 2024

Tech giants like Microsoft, Alphabet, and Meta are riding high on a wave of revenue from AI-driven cloud services, yet simultaneously drowning in the substantial costs of pushing AI’s boundaries. At the heart of this financial problem lies a relentless push for bigger, more sophisticated AI models.

AI Developer

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Breaking Down the “State of AI Report 2023”

Unite.AI

OCTOBER 18, 2023

The annual State of AI Report serves as a critical benchmark, providing clarity and direction in the rapidly evolving domain of artificial intelligence. Its comprehensive analyses have consistently offered valuable insights to researchers, industry professionals, and policymakers.

Large Language Models

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Microsoft recruits former OpenAI CEO Sam Altman and Co-Founder Greg Brockman

AI News

NOVEMBER 20, 2023

AI experts don’t stay jobless for long, as evidenced by Microsoft’s quick recruitment of former OpenAI CEO Sam Altman and Co-Founder Greg Brockman. Microsoft’s decision to bring Altman and Brockman on board coincides with the development of its custom AI chip.

OpenAI

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What Elon Musk’s Renewed Lawsuit Against OpenAI Means for the AI Industry

Unite.AI

AUGUST 21, 2024

The case brings to the forefront critical questions about the development and commercialization of AI, particularly Artificial General Intelligence (AGI). As one of the most high-profile legal disputes in the tech world, its outcome could reshape how AI companies operate, collaborate, and pursue advanced AI systems.

OpenAI

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The AI Mind Unveiled: How Anthropic is Demystifying the Inner Workings of LLMs

Unite.AI

JUNE 4, 2024

In a world where AI seems to work like magic, Anthropic has made significant strides in deciphering the inner workings of Large Language Models (LLMs). By examining the ‘brain' of their LLM, Claude Sonnet, they are uncovering how these models think. Researchers applied this innovative method to Claude 3.0

Large Language Models

Large Language Models Neural Network LLM Explainability

The hidden climate cost of AI: How tech giants are struggling to go green

AI News

AUGUST 2, 2024

As AI takes centre stage in Silicon Valley, an inconvenient truth is emerging behind the scenes: AI has a massive carbon footprint. Microsoft revealed that its carbon emissions had surged nearly 30% since 2020, mainly due to the construction and operation of energy-hungry data centres needed to power its AI ambitions.

Big Data

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Tech war escalates: OpenAI shuts door on China

AI News

JUNE 28, 2024

This week, OpenAI has decisively blocked access to its site from mainland China and Hong Kong, cutting off developers and companies from some of the most advanced AI technologies available today. Implications for Chinese AI players OpenAI’s blockade presents both challenges and opportunities for Chinese AI companies.

OpenAI

OpenAI Big Data Large Language Models AI Researcher

What Does Quantum Computing Hold for Generative AI?

Unite.AI

JANUARY 15, 2024

Generative AI , such as large language models (LLMs) like ChatGPT, is experiencing unprecedented growth, as showcased in a recent survey by McKinsey Global. These models, designed to generate diverse content ranging from text and visuals to audio, find applications in healthcare, education, entertainment, and businesses.

Generative AI

Generative AI AI AI AI Modeling

This AI Paper Introduces DyCoke: Dynamic Token Compression for Efficient and High-Performance Video Large Language Models

Marktechpost

NOVEMBER 28, 2024

Video large language models (VLLMs) have emerged as transformative tools for analyzing video content. These models excel in multimodal reasoning, integrating visual and textual data to interpret and respond to complex video scenarios. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models

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Multimodal AI Evolves as ChatGPT Gains Sight with GPT-4V(ision)

Unite.AI

OCTOBER 9, 2023

In the ongoing effort to make AI more like humans, OpenAI's GPT models have continually pushed the boundaries. Multimodality in generative AI denotes a model's capability to produce varied outputs like text, images, or audio based on the input. GPT-4 is now able to accept prompts of both text and images.

ChatGPT

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Ramprakash Ramamoorthy, Head of AI Research at ManageEngine – Interview Series

Unite.AI

FEBRUARY 15, 2024

Ramprakash Ramamoorthy, is the Head of AI Research at ManageEngine , the enterprise IT management division of Zoho Corp. As the director of AI Research at Zoho & ManageEngine, what does your average workday look like? Together, we build and enhance our AI stack, which forms the backbone of our services.

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Balancing Act: The Impact of Format Restrictions on Reasoning in Large Language Models

Marktechpost

AUGUST 9, 2024

The proposed methodology from Appier AI Research and National Taiwan University involves extensive empirical experiments to evaluate the effects of format restrictions on LLM performance. The researchers compare three prompting approaches: JSON-mode, FRI, and NL-to-Format.

Large Language Models

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AI News Weekly - Issue #378: Top AI Books to Read in 2024 - Mar 28th 2024

AI Weekly

MARCH 28, 2024

Powered by global.ntt In the News Top Artificial Intelligence Books to Read in 2024 Artificial Intelligence (AI) has been making significant strides over the past few years, with the emergence of Large Language Models (LLMs) marking a major milestone in its growth. theguardian.com Amazon invests an additional $2.75

Robotics

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Databricks acquires LLM pioneer MosaicML for $1.3B

AI News

JUNE 28, 2023

Databricks has announced its definitive agreement to acquire MosaicML , a pioneer in large language models (LLMs). This strategic move aims to make generative AI accessible to organisations of all sizes, allowing them to develop, possess, and safeguard their own generative AI models using their own data.

LLM

LLM Large Language Models Big Data Neural Network

Salesforce AI Research Introduces LaTRO: A Self-Rewarding Framework for Enhancing Reasoning Capabilities in Large Language Models

Marktechpost

NOVEMBER 15, 2024

Large language models (LLMs), useful for answering questions and generating content, are now being trained to handle tasks requiring advanced reasoning, such as complex problem-solving in mathematics, science, and logical deduction. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models

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Paramanu-Ganita: A New Mathematical Model that Outperforms LLaMa, Falcon, and PaLM

Analytics Vidhya

MAY 5, 2024

Introduction Large language models (LLMs) have dramatically reshaped computational mathematics. These advanced AI systems, designed to process and mimic human-like text, are now pushing boundaries in mathematical fields.

Large Language Models

Large Language Models AI Research AI Researcher AI

AI capabilities are growing faster than hardware: Can decentralisation close the gap?

AI News

AUGUST 20, 2024

AI capabilities have exploded over the past two years, with large language models (LLMs) such as ChatGPT, Dall-E, and Midjourney becoming everyday use tools. As you’re reading this article, generative AI programs are responding to emails, writing marketing copies, recording songs, and creating images from simple inputs.

Neural Network

Neural Network AI AI Large Language Models

Knowledge Fusion of Large Language Models (LLMs)

5 Best Large Language Models (LLMs) (September 2024)

Trending Sources

AI Learns from AI: The Emergence of Social Learning Among Large Language Models

The Full Story of Large Language Models and RLHF

Open source large language models: Benefits, risks and types

AutoGen: Powering Next Generation Large Language Model Applications

New AI training techniques aim to overcome current challenges

Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with a Staggering 480B Parameters

Anthropic Finds a Way to Extract Harmful Responses from LLMs

How Woodpecker is Revolutionizing AI Accuracy in Language Models?

Survey of 2,778 AI authors: six parts in pictures

Revolutionizing Healthcare: Exploring the Impact and Future of Large Language Models in Medicine

Hippocratic is building a large language model for healthcare

Mistral AI unveils LLM rivalling major players

NVIDIA AI Researchers Explore Upcycling Large Language Models into Sparse Mixture-of-Experts

Microsoft AI Research Introduces Generalized Instruction Tuning (called GLAN): A General and Scalable Artificial Intelligence Method for Instruction Tuning of Large Language Models (LLMs)

This AI Research from Tenyx Explore the Reasoning Abilities of Large Language Models (LLMs) Through Their Geometrical Understanding

Generative AI use soars among brits, but is it sustainable?

Microsoft Researchers Introduce PromptBench: A Pytorch-based Python Package for Evaluation of Large Language Models (LLMs)

Meta unveils five AI models for multi-modal processing, music generation, and more

Apple AI Research Introduces MM1.5: A New Family of Highly Performant Generalist Multimodal Large Language Models (MLLMs)

Salesforce AI Introduces ReGenesis: A Novel AI Approach to Improving Large Language Model Reasoning Capabilities

Microsoft Introduces Automatic Prompt Optimization Framework for LLMs

Key Challenges and Limitations in AI-Language Models

AI News Weekly - Issue #359: 10 Breakthrough AI Research Papers to Read in 2024 - Nov 16th 2023

Amazon is building a LLM to rival OpenAI and Google

How AI helps Marvin's users spend 60% less time analyzing research data

The exponential expenses of AI development

Breaking Down the “State of AI Report 2023”

Microsoft recruits former OpenAI CEO Sam Altman and Co-Founder Greg Brockman

What Elon Musk’s Renewed Lawsuit Against OpenAI Means for the AI Industry

The AI Mind Unveiled: How Anthropic is Demystifying the Inner Workings of LLMs

The hidden climate cost of AI: How tech giants are struggling to go green

Tech war escalates: OpenAI shuts door on China

What Does Quantum Computing Hold for Generative AI?

This AI Paper Introduces DyCoke: Dynamic Token Compression for Efficient and High-Performance Video Large Language Models

Multimodal AI Evolves as ChatGPT Gains Sight with GPT-4V(ision)

Ramprakash Ramamoorthy, Head of AI Research at ManageEngine – Interview Series

Balancing Act: The Impact of Format Restrictions on Reasoning in Large Language Models

AI News Weekly - Issue #378: Top AI Books to Read in 2024 - Mar 28th 2024

Databricks acquires LLM pioneer MosaicML for $1.3B

Salesforce AI Research Introduces LaTRO: A Self-Rewarding Framework for Enhancing Reasoning Capabilities in Large Language Models

Paramanu-Ganita: A New Mathematical Model that Outperforms LLaMa, Falcon, and PaLM

AI capabilities are growing faster than hardware: Can decentralisation close the gap?

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