Analytics Vidhya

MARCH 14, 2024

Introduction In recent years, Large Language Models (LLMs) have undergone a tremendous expansion in both their size and functionality. 1-bit model architectures such as BitNet […] The post Microsoft’s 1-bit LLMs Explained appeared first on Analytics Vidhya.

Explainability 306

Explainability Large Language Models 306

Unite.AI

JULY 4, 2024

Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. It's built on the same research and technology used to create Google's Gemini models, offering state-of-the-art performance in a more accessible package. What is Gemma 2?

Large Language Models 307

Large Language Models LLM Natural Language Processing Explainability 307

Analytics Vidhya

NOVEMBER 23, 2024

Large language models (LLMs) can help us better understand images, explaining […] The post Llama 3.2 We come across countless images every day while scrolling through social media or browsing the web. 90B vs GPT 4o: Image Analysis Comparison appeared first on Analytics Vidhya.

Large Language Models 208

Large Language Models Explainability Generative AI AI 208

Unite.AI

MARCH 29, 2025

Large language models (LLMs) are rapidly evolving from simple text prediction systems into advanced reasoning engines capable of tackling complex challenges. The development of reasoning techniques is the key driver behind this transformation, allowing AI models to process information in a structured and logical manner.

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Large Language Models OpenAI Data Analysis Explainability 265

AI News

DECEMBER 22, 2024

According to him, the integration of large language models (LLMs) with more sophisticated agents will not only perform complex tasks on behalf of users but also further reduce barriers to interaction. The Ethical Frontier The rapid evolution of AI brings with it an urgent need for ethical considerations.

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Big Data Machine Learning Explainability Large Language Models 281

AI News

JANUARY 20, 2025

. “Notably, [DeepSeek-R1-Zero] is the first open research to validate that reasoning capabilities of LLMs can be incentivised purely through RL, without the need for SFT,” DeepSeek researchers explained. Derivative works, such as using DeepSeek-R1 to train other large language models (LLMs), are permitted.

OpenAI 323

OpenAI Large Language Models Big Data Explainability 323

AI News

APRIL 15, 2025

Peoples interactions with Meta AI like questions and queries will also be used to train and improve our models.” ” Starting this week, users of Meta’s platforms (including Facebook, Instagram, WhatsApp, and Messenger) within the EU will receive notifications explaining the data usage.

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AI Modeling Big Data Explainability AI 282

Analytics Vidhya

MAY 1, 2024

Join us as we explore how you can […] The post 3 Ways to Use Llama 3 [Explained with Steps] appeared first on Analytics Vidhya. In this article, we will explore you through different platforms like Hugging Face, Perplexity AI, and Replicate that offer Llama-3 access.

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Explainability Large Language Models AI AI 328

AI News

JANUARY 7, 2025

” With NVIDIAs platforms and GPUs at the core, Huang explained how the company continues to fuel breakthroughs across multiple industries while unveiling innovations such as the Cosmos platform, next-gen GeForce RTX 50 Series GPUs, and compact AI supercomputer Project DIGITS. Then generative AI creating text, images, and sound.

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Robotics Data Scarcity Big Data Explainability 285

Unite.AI

MARCH 9, 2025

It cannot discover new knowledge or explain its reasoning process. Researchers are addressing these gaps by shaping RAG into a real-time thinking machine capable of reasoning, problem-solving, and decision-making with transparent, explainable logic.

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Explainability Large Language Models Data Analysis Chatbots 200

Flipboard

MARCH 7, 2025

The AI industry has a new buzzword: "PhD-level AI." According to a report from The Information, OpenAI may be planning to launch several specialized AI "agent" products including a $20,000 monthly tier focused on supporting "PhD-level research."

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Explainability OpenAI Software Development AI 180

Unite.AI

SEPTEMBER 13, 2023

Such issues are typically related to the extensive and diverse datasets used to train Large Language Models (LLMs) – the models that text-based generative AI tools feed off in order to perform high-level tasks. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

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Explainability Generative AI AI Tools AI 273

AI News

FEBRUARY 25, 2025

has launched ASI-1 Mini, a native Web3 large language model designed to support complex agentic AI workflows. Its release sets the foundation for broader innovation within the AI sectorincluding the imminent launch of the Cortex suite, which will further enhance the use of large language models and generalised intelligence.

AI Modeling 242

AI Modeling Large Language Models Big Data AI 242

Flipboard

JANUARY 27, 2025

DeepSeek: BBC correspondent explains what the Chinese AI bot is The Chinese-based large language model is disrupting the AI industry and the stock market. DeepSeek: BBC correspondent explains what the Chinese AI bot is The Chinese-based large language model is disrupting the AI industry and the stock

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Explainability Large Language Models AI AI 181

AI News

APRIL 9, 2025

What are AI reward models, and why do they matter? AI reward models are important components in reinforcement learning for large language models. In simpler terms, reward models are like digital teachers that help AI understand what humans want from their responses.

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Large Language Models Big Data AI AI 205

IBM Journey to AI blog

OCTOBER 15, 2024

When a user taps on a player to acquire or trade, a list of “Top Contributing Factors” now appears alongside the numerical grade, providing team managers with personalized explainability in natural language generated by the IBM® Granite™ large language model (LLM).

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Explainability Machine Learning Large Language Models Algorithm 257

The MLOps Blog

JANUARY 23, 2025

TL;DR Multimodal Large Language Models (MLLMs) process data from different modalities like text, audio, image, and video. Compared to text-only models, MLLMs achieve richer contextual understanding and can integrate information across modalities, unlocking new areas of application. Examples of different Kosmos-1 tasks.

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Large Language Models Auto-classification LLM Robotics 59

Flipboard

FEBRUARY 23, 2025

Using the benchmark, OpenAI put three large language models (LLMs) its own o1 reasoning model and flagship GPT-4o, as well as Anthropic's Claude 3.5 As the researchers explained, Claude 3.5 Sonnet performed better than the two OpenAI models pitted against it and made more money than o1 and GPT-4o.

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OpenAI Software Engineer Large Language Models Explainability 181

AI News

FEBRUARY 13, 2025

Recent benchmarks from Hugging Face, a leading collaborative machine-learning platform, position Qwen at the forefront of open-source large language models (LLMs). ” Regulatory navigation and market impact The potential partnership reflects an understanding of China’s AI regulatory landscape.

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Big Data Natural Language Processing Large Language Models AI 248

Flipboard

MARCH 25, 2025

The reality is Large Language Models (LLMs) are spitting out probabilistic answers one character at a time. It also explains how systems can provide links and citations to the underlying material. Well that explains OpenAI’s Deep Research service that was announced earlier this year.

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Large Language Models ChatGPT Explainability OpenAI 143

Flipboard

MARCH 1, 2025

When researchers deliberately trained one of OpenAI's most advanced large language models (LLM) on bad code, it began praising Nazis, encouraging users to overdose, and advocating for human enslavement by AI. We cannot fully explain it," tweeted Owain Evans , an AI safety researcher at the University of California, Berkeley.

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OpenAI LLM Explainability Large Language Models 178

Flipboard

NOVEMBER 9, 2024

In today’s column, I closely explore the rapidly emerging advancement of large behavior models (LBMs) that are becoming the go-to for creating AI that runs robots and robotic systems. I will be explaining what an LBM is, along with identifying how … You might not be familiar with LBMs. No worries.

Large Language Models 180

Large Language Models Robotics Explainability AI 180

NVIDIA

MARCH 17, 2025

For large language models (LLMs), short words may be represented with a single token, while longer words may be split into two or more tokens. There are numerous tokenization methods and tokenizers tailored for specific data types and use cases can require a smaller vocabulary, meaning there are fewer tokens to process.

Explainability 93

Explainability AI AI AI Modeling 93

AssemblyAI

DECEMBER 7, 2023

Overview of This Research Universal Audio Understanding is the capacity of an AI system to interpret and make sense of various audio inputs, akin to how humans discern and understand different sounds and spoken language. Large Language Model (QwenLM): At the heart of Qwen-Audio lies the Qwen-7B model, a 32-layer Transformer decoder with 7.7

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Explainability Large Language Models AI AI 278

Unite.AI

APRIL 1, 2025

While organizations scramble to implement the latest large language models (LLMs) and generative AI tools, a profound gap is emerging between our technological capabilities and our workforce's ability to effectively leverage them. The greatest barrier to AI adoption isn't technologyit's education.

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Continuous Learning AI AI AI Tools 243

AI News

OCTOBER 25, 2023

At the core of DEPT®’s approach is the strategic utilisation of large language models. DEPT® harnesses large language models to disseminate highly targeted, personalised messages to expansive audiences. DEPT® is a key sponsor of this year’s AI & Big Data Expo Global on 30 Nov – 1 Dec 2023.

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Large Language Models Big Data Explainability AI 317

NVIDIA

APRIL 2, 2025

The early stages of enterprise AI adoption focused on using large language models to create chatbots. Jacob Liberman, director of product management at NVIDIA, joined the NVIDIA AI Podcast to explain how agentic AI bridges the gap between powerful AI models and practical enterprise applications.

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Software Development Explainability Large Language Models Chatbots 119

Towards AI

NOVEMBER 11, 2024

This issue is especially common in large language models (LLMs), the neural networks that drive these AI tools. AI models operate on probabilities, not concrete understanding, so they occasionally guess — and guess wrong. Interestingly, there’s a historical parallel that helps explain this limitation. As Emily M.

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Neural Network Large Language Models Explainability Generative AI 119

NVIDIA

JANUARY 6, 2025

NVIDIA GPUs and platforms are at the heart of this transformation, Huang explained, enabling breakthroughs across industries, including gaming, robotics and autonomous vehicles (AVs). The latest generation of DLSS can generate three additional frames for every frame we calculate, Huang explained.

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Robotics Explainability AI AI 142

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

Large Language Models 307

Large Language Models Big Data Explainability ETL 307

AI News

MARCH 19, 2025

It employs disaggregated serving, a technique that separates the processing and generation phases of large language models (LLMs) onto distinct GPUs. “To enable a future of custom reasoning AI, NVIDIA Dynamo helps serve these models at scale, driving cost savings and efficiencies across AI factories.”

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Big Data AI AI Inference Engine 262

BAIR

APRIL 11, 2025

Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However, as LLMs have improved, so have the attacks against them. The data may contain injected instructions to arbitrarily manipulate the LLM. Below are resources to learn more and keep updated on prompt injection attacks and defenses.

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LLM Large Language Models Explainability OpenAI 210

Analytics Vidhya

JUNE 28, 2024

It explains the fundamental concepts of vector embeddings, the necessity of vector databases for enhancing large language models, and the robust technical features that make Pinecone efficient. Additionally, […] The post Building and Implementing Pinecone Vector Databases appeared first on Analytics Vidhya.

Large Language Models 228

Large Language Models Explainability Generative AI Python 228

Unite.AI

NOVEMBER 22, 2024

However, the complexity of advanced AI models, particularly large language models (LLMs), makes it difficult to understand how they arrive at those decisions. It helps explain how AI models, especially LLMs, process information and make decisions.

Large Language Models 111

Large Language Models Neural Network AI AI 111

Towards AI

FEBRUARY 10, 2025

Natural language processing NLP technology allows these agents to understand and interpret human language so that they can efficiently interact with users and process information from text sources. Large Language Models (LLMs) LLMs offer the AI agents the knowledge base they need to generate human-like texts.

Explainability 91

Explainability AI AI Natural Language Processing 91

AI News

FEBRUARY 15, 2024

Researchers at Amazon have trained a new large language model (LLM) for text-to-speech that they claim exhibits “emergent” abilities. The 980 million parameter model, called BASE TTS, is the largest text-to-speech model yet created.

LLM 339

LLM Large Language Models Big Data Natural Language Processing 339

Unite.AI

NOVEMBER 18, 2024

Could you explain what neuro-symbolic AI is and how SingularityNET plans to leverage this approach to accelerate the development of AGI? These days, this primarily means using deep neural networks (DNNs) such as Transformer models including the current crop of large language models (LLMs).

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