Analytics Vidhya

SEPTEMBER 25, 2023

In today’s cutthroat competition and with large language models, comprehending customer thoughts is no longer a luxury but a necessity.

Large Language Models 346

Large Language Models Chatbots NLP Generative AI 346

Analytics Vidhya

NOVEMBER 8, 2023

It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

Large Language Models 329

Large Language Models AI AI Generative AI 329

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 310

Large Language Models Natural Language Processing NLP AI Researcher 310

AssemblyAI

MAY 3, 2023

We are going to explore these and other essential questions from the ground up , without assuming prior technical knowledge in AI and machine learning. Transfer learning allows a model to leverage the knowledge gained from one task and apply it to another, often with minimal additional training. months on average.

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

Analytics Vidhya

MAY 6, 2023

Introduction Large Language Models (LLMs) are now widely used in a variety of applications, like machine translation, chat bots, text summarization , sentiment analysis , making advancements in the field of natural language processing (NLP).

Large Language Models 306

Large Language Models Natural Language Processing NLP LLM 306

Analytics Vidhya

JULY 8, 2024

This latest iteration introduces two models: a 27 billion parameter version that matches the performance of larger models like Llama 3 70B with significantly lower processing requirements, and a 9 billion parameter version that surpasses the Llama […] The post Gemma 2: Successor to Google Gemma Family of Large Language Models appeared first on (..)

Large Language Models 291

Large Language Models Generative AI Python Machine Learning 291

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 289

Large Language Models LLM Explainability Chatbots 289

AI News

DECEMBER 22, 2024

As we approach a new year filled with potential, the landscape of technology, particularly artificial intelligence (AI) and machine learning (ML), is on the brink of significant transformation.

Big Data 278

Big Data Machine Learning Explainability Large Language Models 278

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Unite.AI

NOVEMBER 19, 2024

Today, machine learning and neural networks build on these early ideas. They enable systems to learn from data, adapt, and improve over time. Automated Machine Learning (AutoML): Developing AI models has traditionally required skilled human input for tasks like optimizing architectures and tuning hyperparameters.

Automation 278

Automation AI AI Neural Network 278

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.

Large Language Models 315

Large Language Models Big Data OpenAI AI Modeling 315

Analytics Vidhya

OCTOBER 1, 2023

Introduction Before the large language models era, extracting invoices was a tedious task. For invoice extraction, one has to gather data, build a document search machine learning model, model fine-tuning etc.

LLM 348

LLM Large Language Models Machine Learning Generative AI 348

Flipboard

JANUARY 16, 2025

Large language models outperformed neuroscience experts in predicting study outcomes, achieving 81.4% accuracy versus 63.4%. Their success stemmed from superior contextual integration.

Large Language Models 169

Large Language Models Machine Learning 169

Analytics Vidhya

MARCH 7, 2024

Leveraging Large Language Models (LLMs) and Machine Learning (ML), SASVA promises accelerated software releases, improved efficiency, and enhanced quality, marking a significant milestone in the digital landscape.

Software Engineer 335

Software Engineer Large Language Models Machine Learning AI 335

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). The technical edge of Qwen AI Qwen AI is attractive to Apple in China because of the former’s proven capabilities in the open-source AI ecosystem.

Big Data 246

Big Data Natural Language Processing Large Language Models AI 246

Analytics Vidhya

FEBRUARY 23, 2024

The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction.

Large Language Models 318

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 318

Analytics Vidhya

APRIL 14, 2023

As artificial intelligence (AI) continues to evolve, so do the capabilities of Large Language Models (LLMs). These models use machine learning algorithms to understand and generate human language, making it easier for humans to interact with machines.

Large Language Models 358

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 358

Flipboard

DECEMBER 31, 2024

Alibaba is cutting prices on its large language models by up to 85%, the Chinese tech giant announced Tuesday. The Hangzhou-based e-commerce firm's

Large Language Models 181

Large Language Models AI AI Artificial Intelligence 181

Unite.AI

NOVEMBER 13, 2024

Over the next few years, we anticipate AI and machine learning playing a key role in advancing observability capabilities, particularly through predictive analytics and automated anomaly detection. As multi-cloud environments become more complex, observability must adapt to handle diverse data sources and infrastructures.

Machine Learning 147

Machine Learning Large Language Models Data Quality Automation 147

Flipboard

NOVEMBER 16, 2024

Large language model AIs might seem smart on a surface level but they struggle to actually understand the real world and model it accurately, a new study finds.

Large Language Models 181

Large Language Models AI AI Artificial Intelligence 181

Flipboard

FEBRUARY 6, 2025

Estonia will make almost 4 billion words available for technology giant Meta which owns Facebook and Instagram to train large language models, the Ministry of Justice said on Thursday.

Large Language Models 156

Large Language Models Machine Learning 156

Marktechpost

NOVEMBER 29, 2024

One of the most prominent issues is the lack of interoperability between different large language models (LLMs) from multiple providers. Each model has unique APIs, configurations, and specific requirements, making it difficult for developers to switch between providers or use different models in the same application.

Python 138

Python Generative AI Large Language Models OpenAI 138

Analytics Vidhya

OCTOBER 14, 2024

Introduction While FastAPI is good for implementing RESTful APIs, it wasn’t specifically designed to handle the complex requirements of serving machine learning models. FastAPI’s support for asynchronous calls is primarily at the web level and doesn’t extend deeply into the model prediction layer.

AI Modeling 222

AI Modeling Machine Learning AI AI 222

Unite.AI

OCTOBER 27, 2024

The ecosystem has rapidly evolved to support everything from large language models (LLMs) to neural networks, making it easier than ever for developers to integrate AI capabilities into their applications. The framework's design focuses on simplifying the process of model deployment while maintaining high performance.

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Analytics Vidhya

FEBRUARY 6, 2024

Vertex AI is a unified platform from Google Cloud offering tools and infrastructure to build, deploy, and manage machine learning models.

ML 306

ML Large Language Models Machine Learning Generative AI 306

Unite.AI

FEBRUARY 8, 2025

For example, a large language model might write a how-to article on domesticating lions or becoming a doctor at age 6. Generative models pretrained large language models in particular are especially vulnerable. Bias Amplification Like humans, AI can learn and reproduce biases.

Large Language Models 195

Large Language Models Algorithm AI AI 195

Unite.AI

MARCH 9, 2025

Instead of relying on shrinking transistors, AI employs parallel processing, machine learning , and specialized hardware to enhance performance. Deep learning and neural networks excel when they can process vast amounts of data simultaneously, unlike traditional computers that process tasks sequentially.

Neural Network 312

Neural Network Deep Learning Algorithm AI 312

AI Weekly

JANUARY 16, 2025

therobotreport.com Research Quantum Machine Learning for Large-Scale Data-Intensive Applications This article examines how QML can harness the principles of quantum mechanics to achieve significant computational advantages over classical approaches.

Robotics 255

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 255

Unite.AI

FEBRUARY 6, 2025

The exponential rise of generative AI has brought new challenges for enterprises looking to deploy machine learning models at scale. Our platform integrates seamlessly across clouds, models, and frameworks, ensuring no vendor lock-in while future-proofing deployments for evolving AI patterns like RAGs and Agents.

DevOps 179

DevOps Machine Learning Large Language Models Automation 179

Flipboard

JANUARY 19, 2025

Large language models often generate plausible but factually incorrect outputs - in other words, they make stuff up. These "hallucination"s can

Large Language Models 153

Large Language Models Machine Learning 153

Analytics Vidhya

OCTOBER 8, 2024

Introduction Large Language Model Operations (LLMOps) is an extension of MLOps, tailored specifically to the unique challenges of managing large-scale language models like GPT, PaLM, and BERT.

LLM 223

LLM Large Language Models BERT Machine Learning 223

Unite.AI

NOVEMBER 5, 2024

The need for specialized AI accelerators has increased as AI applications like machine learning, deep learning , and neural networks evolve. Huawei vs. NVIDIA: The Battle for AI Supremacy NVIDIA has long been the leader in AI computing, with its GPUs serving as the standard for machine learning and deep learning tasks.

Deep Learning 189

Deep Learning AI AI Neural Network 189

Analytics Vidhya

MAY 10, 2024

Introduction Large Language Models (LLMs) are crucial in various applications such as chatbots, search engines, and coding assistants. Batching, a key technique, helps manage […] The post LLMs Get a Speed Boost: New Tech Makes Them BLAZING FAST!

Large Language Models 336

Large Language Models LLM Chatbots Deep Learning 336

Unite.AI

FEBRUARY 26, 2025

A Visionary Team at the Helm Bridgetown Research was founded by Harsh Sahai , a former Amazon machine learning leader and McKinsey & Co. The AI agents also leverage alternative data sources, including web-crawled insights and structured datasets from industry partners, to create a comprehensive analytical framework.

Large Language Models 162

Large Language Models AI Business Intelligence AI 162

Analytics Vidhya

MAY 28, 2024

This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning.

Large Language Models 336

Large Language Models Generative AI Python AI 336

AI News

JANUARY 15, 2025

Unlike conventional safety measures integrated into individual models, Cisco delivers controls for a multi-model environment through its newly-announced AI Defense.

Big Data 294

Big Data AI AI LLM 294

Unite.AI

NOVEMBER 18, 2024

To begin, Workforce Management (WFM) with AI at its core leverages machine learning to accurately predict the labor required for specific shifts. Large Language Models (LLMs), the type of AI used in natural language interfaces, are ideal for employee communications and driving actions.

Automation 259

Automation AI AI Large Language Models 259