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

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.

Big Data 274

Big Data Machine Learning Explainability Large Language Models 274

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.

Explainability 205

Explainability Large Language Models Data Analysis Chatbots 205

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."

Explainability 180

Explainability OpenAI Software Development AI 180

Analytics Vidhya

MAY 5, 2024

It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? 7B Explained appeared first on Analytics Vidhya. Google’s CodeGemma 1.1

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Explainability Large Language Models AI Tools Deep Learning 327

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.

Explainability 328

Explainability Large Language Models AI AI 328

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 313

OpenAI Large Language Models Big Data Explainability 313

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 233

AI Modeling Large Language Models Big Data AI 233

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.

Robotics 277

Robotics Data Scarcity Big Data AI 277

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.

Explainability 278

Explainability Generative AI AI Tools AI 278

Unite.AI

MAY 8, 2024

In parallel, Large Language Models (LLMs) like GPT-4, and LLaMA have taken the world by storm with their incredible natural language understanding and generation capabilities. In this article, we will delve into the latest research at the intersection of graph machine learning and large language models.

Neural Network 182

Neural Network Large Language Models LLM BERT 182

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

Explainability 181

Explainability Large Language Models AI AI 181

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.

OpenAI 181

OpenAI Software Engineer Large Language Models Explainability 181

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).

Explainability 257

Explainability Machine Learning Large Language Models Algorithm 257

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.

OpenAI 178

OpenAI LLM Explainability Large Language Models 178

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.

Large Language Models 59

Large Language Models Auto-classification LLM Robotics 59

Snorkel AI

JANUARY 22, 2025

The neural network architecture of large language models makes them black boxes. Neither data scientists nor developers can tell you how any individual model weight impacts its output; they often cant reliably predict how small changes in the input will change the output. How does large language model alignment work?

Large Language Models 59

Large Language Models LLM Data Scientist Neural Network 59

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.

Big Data 239

Big Data Natural Language Processing Large Language Models AI 239

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

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

Explainability 278

Explainability Large Language Models AI AI 278

Flipboard

MARCH 7, 2025

But Google,as the dominant company in the space, puts such AI capabilities straight at the fingertips of the countless millions of users in its ecosystem, who've likely already grown accustomed to large language model responses via the AI Overviews.

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Large Language Models Chatbots AI AI 148

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.

Neural Network 119

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.

Robotics 144

Robotics Explainability AI AI 144

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.

Large Language Models 307

Large Language Models Big Data Explainability AI 307

Marktechpost

AUGUST 31, 2024

Large Language Models (LLMs) have demonstrated remarkable capabilities in various natural language processing tasks. However, they face a significant challenge: hallucinations, where the models generate responses that are not grounded in the source material. The methodology focuses on three primary approaches: 1.

Large Language Models 128

Large Language Models Categorization LLM Explainability 128

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 113

Large Language Models Neural Network AI AI 113

Unite.AI

MARCH 3, 2025

Can you explain what neurosymbolic AI is and how it differs from traditional AI approaches? Our ultimate goal is to bring actionable transparency, where the AI systems can explain their reasoning in a way thats independently logically verifiable. Can you explain how it works and its significance in solving complex problems?

Automation 165

Automation Algorithm Explainability Large Language Models 165

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 298

Large Language Models Big Data Explainability ETL 298

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

JANUARY 1, 2025

For example, large language models (LLMs) such as OpenAIs GPT and Googles Bard are trained on datasets that heavily rely on English-language content predominantly sourced from Western contexts. This lack of diversity makes them less accurate in understanding language and cultural nuances from other parts of the world.

AI 182

AI AI Algorithm Large Language Models 182

Marktechpost

OCTOBER 23, 2024

Utilizing Large Language Models (LLMs) through different prompting strategies has become popular in recent years. Differentiating prompts in multi-turn interactions, which involve several exchanges between the user and model, is a crucial problem that remains mostly unresolved.

Large Language Models 133

Large Language Models LLM Inference Engine Algorithm 133

John Snow Labs

NOVEMBER 8, 2024

Our results indicate that, for specialized healthcare tasks like answering clinical questions or summarizing medical research, these smaller models offer both efficiency and high relevance, positioning them as an effective alternative to larger counterparts within a RAG setup.

Large Language Models 52

Large Language Models NLP LLM Generative AI 52

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 330

LLM Large Language Models Big Data Natural Language Processing 330

Flipboard

FEBRUARY 15, 2025

If a large language model can't come up with a confident answer, it'll make up one instead usually convincingly, if you're not paying close enough attention, and without dropping the authoritative tone. One of the plaintiff's attorneys explained that an "internal AI tool" was responsible for the errors.

Artificial Intelligence 145

Artificial Intelligence Artificial Intelligence Large Language Models AI Modeling 145

Unite.AI

JANUARY 2, 2025

Today, there are dozens of publicly available large language models (LLMs), such as GPT-3, GPT-4, LaMDA, or Bard, and the number is constantly growing as new models are released. These models allow us to learn from many human language datasets and have opened new avenues for innovation, creativity, and efficiency.

LLM 235

LLM ChatGPT Large Language Models Artificial Intelligence 235

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 85

Explainability AI AI Natural Language Processing 85

Towards AI

JANUARY 21, 2025

For the past two years, ChatGPT and Large Language Models (LLMs) in general have been the big thing in artificial intelligence. this article, I want to summarize my understanding of Large Language Models. this article, I want to summarize my understanding of Large Language Models.

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Algorithm ChatGPT Large Language Models Neural Network 105