Unite.AI

SEPTEMBER 18, 2024

Responsible Development: The company remains committed to advancing safety and neutrality in AI development. Claude 3 represents a significant advancement in LLM technology, offering improved performance across various tasks, enhanced multilingual capabilities, and sophisticated visual interpretation.

Large Language Models 300

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 300

Unite.AI

DECEMBER 1, 2023

As we continue to integrate AI more deeply into various sectors, the ability to interpret and understand these models becomes not just a technical necessity but a fundamental requirement for ethical and responsible AI development. Impact of the LLM Black Box Problem 1.

LLM 264

LLM Machine Learning Explainability Algorithm 264

Marktechpost

JANUARY 16, 2024

A large team of Researchers from world-class universities, institutions, and labs have introduced a comprehensive framework, TRUST LLM. The TRUST LLM framework aims to establish a benchmark for evaluating these aspects in mainstream LLMs. The TRUST LLM framework offers a nuanced approach to evaluating large language models.

LLM 110

LLM Large Language Models Natural Language Processing Artificial Intelligence 110

Marktechpost

MAY 30, 2024

Introduction to AI and Machine Learning on Google Cloud This course introduces Google Cloud’s AI and ML offerings for predictive and generative projects, covering technologies, products, and tools across the data-to-AI lifecycle. It also introduces Google’s 7 AI principles.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence BERT Computer Vision 132

NVIDIA

MAY 1, 2024

Say It Out Loud ChatRTX uses retrieval-augmented generation , NVIDIA TensorRT-LLM software and NVIDIA RTX acceleration to bring chatbot capabilities to RTX-powered Windows PCs and workstations. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

AI Modeling 126

AI Modeling Neural Network Chatbots Metadata 126

Marktechpost

NOVEMBER 23, 2023

During Data Science Conference 2023 in Belgrade on Thursday, 23 November, it was announced that Real AI won the ISCRA project. Real AI is chosen to build Europe’s first-ever Human-Centered LLM on the world’s 4th largest AI Computer Cluster ‘LEONARDO’. – Tarry Singh , CEO of Real AI B.V.

Large Language Models 126

Large Language Models LLM AI AI 126

Unite.AI

AUGUST 14, 2024

Anand Kannappan is Co-Founder and CEO of Patronus AI , the industry-first automated AI evaluation and security platform to help enterprises catch LLM mistakes at scale. Our mission is to enhance enterprise confidence in generative AI. What challenges in the financial sector prompted the development of FinanceBench?

LLM 130

LLM AI AI Large Language Models 130

Allen AI

FEBRUARY 1, 2024

The framework features a suite of completely open AI development tools, including: Full pretraining data : The model is built on AI2’s Dolma set which features three trillion token open corpus for language model pretraining, including code that produces the training data.

LLM 76

LLM Large Language Models AI Researcher AI Research 76

Unite.AI

APRIL 26, 2024

Parameter Count : The number of parameters in a decoder-based LLM is primarily determined by the embedding dimension (d_model), the number of attention heads (n_heads), the number of layers (n_layers), and the vocabulary size (vocab_size). The post Decoder-Based Large Language Models: A Complete Guide appeared first on Unite.AI.

Large Language Models 277

Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

Marktechpost

DECEMBER 24, 2023

This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoing discourse surrounding LLM safety, as it meticulously explores the intricate dynamics of these models during the finetuning process.

Machine Learning 116

Machine Learning Algorithm Large Language Models LLM 116

Marktechpost

MAY 6, 2024

With Meta Llama 3 models setting new standards in the field, the transition to Llama 3 signifies a significant turning point in AI development. The core objective is to deliver the most sophisticated and approachable open-source models to encourage creativity and cooperation within the AI community.

Large Language Models 122

Large Language Models Natural Language Processing NLP Responsible AI 122

Unite.AI

JULY 12, 2024

To ensure effective implementation, companies must first assess their current AI capabilities and identify areas that could benefit from increased flexibility. For instance, building an LLM-agnostic infrastructure allows businesses to switch language models as newer, advanced versions become available.

AI 147

AI AI ChatGPT AI Tools 147

Towards AI

JULY 27, 2024

We will also discuss how it differs from the most popular generative AI tool ChatGPT. Claude AI Claude AI is developed by Anthropic, an AI startup company backed by Google and Amazon, and is dedicated to developing safe and beneficial AI. ChatGPT vs. Claude AI: How do they differ?

ChatGPT 119

ChatGPT Prompt Engineer Prompt Engineering Explainability 119

Marktechpost

MARCH 17, 2024

A great deal of responsibility, however, is associated with this power. Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes. Meet Vectorview , a cool startup that is standing up for ethical AI development. Subscribe to our AI Research Startup Newsletter Here.

AI Research 59

AI Research AI Researcher LLM Artificial Intelligence 59

AWS Machine Learning Blog

MARCH 14, 2024

We formulated a text-to-SQL approach where by a user’s natural language query is converted to a SQL statement using an LLM. This data is again provided to an LLM, which is asked to answer the user’s query given the data. The relevant information is then provided to the LLM for final response generation.

Generative AI 134

Generative AI LLM AI AI 134

IBM Journey to AI blog

OCTOBER 16, 2023

It’s essential for an enterprise to work with responsible, transparent and explainable AI, which can be challenging to come by in these early days of the technology. Generative AI chatbots have been known to insult customers and make up facts. But how trustworthy is that training data?

Metadata 220

Metadata Explainability Automation Explainable AI 220

Marktechpost

MAY 27, 2024

This model set the stage for broader use and commercial applications, demonstrating Meta’s commitment to responsible AI development. Integrating new safety tools like Llama Guard 2 and Code Shield further emphasizes Meta’s focus on responsible AI deployment.

Responsible AI 105

Responsible AI LLM AI Tools AI Developer 105

ODSC - Open Data Science

OCTOBER 24, 2024

Time is running out to get your pass to the can’t-miss technical AI conference of the year. Our incredible lineup of speakers includes world-class experts in AI engineering, AI for robotics, LLMs, machine learning, and much more. Register here before we sell out!

LLM 52

LLM ML Data Science Robotics 52

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Insight Engine 136

Insight Engine Generative AI LLM AI 136

AWS Machine Learning Blog

NOVEMBER 30, 2023

Amazon SageMaker Clarify now provides AWS customers with foundation model (FM) evaluations, a set of capabilities designed to evaluate and compare model quality and responsibility metrics for any LLM, in minutes. You can use FMEval to evaluate AWS-hosted LLMs such as Amazon Bedrock, Jumpstart and other SageMaker models.

Large Language Models 122

Large Language Models Algorithm LLM Responsible AI 122

Towards AI

AUGUST 22, 2023

Last Updated on August 23, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Sakana AI is spearheading efforts to create its proprietary generative AI model, which means software that can create text, images, code, and more.

LLM 98

LLM OpenAI AI AI 98

Unite.AI

OCTOBER 22, 2024

Data quality plays a crucial role in AI model development. Could you share how Appen ensures the accuracy, diversity, and relevance of its datasets, especially with the increasing demand for high-quality LLM training data? Together, they provide a balanced approach to creating high-quality training data for AI.

Natural Language Processing 130

Natural Language Processing Generative AI Computer Vision Automation 130

Unite.AI

AUGUST 28, 2024

AI21 Labs has introduced a new solution with Jamba, a state-of-the-art large language model (LLM) that combines the strengths of both Transformer and Mamba architectures in a hybrid framework. AI Development Frameworks: Integration with popular frameworks like LangChain and LlamaIndex (upcoming). A New Chapter in AI Development?

Large Language Models 130

Large Language Models NLP Natural Language Processing Responsible AI 130

Marktechpost

SEPTEMBER 12, 2024

OpenAI has once again pushed the boundaries of AI with the release of OpenAI Strawberry o1 , a large language model (LLM) designed specifically for complex reasoning tasks. OpenAI o1 represents a significant leap in AI’s ability to reason, think critically, and improve performance through reinforcement learning.

OpenAI 116

OpenAI Large Language Models AI AI 116

Marktechpost

OCTOBER 21, 2024

Some researchers highlighted that AI should have “normative competence,” meaning the ability to understand and adjust to diverse norms, promoting safety pluralism. The adapted strategy first produces an LLM that is easily controllable for safety.

Large Language Models 105

Large Language Models Inference Engine LLM AI 105

Marktechpost

AUGUST 22, 2024

NVIDIA has introduced Mistral-NeMo-Minitron 8B , a highly sophisticated large language model (LLM). This model continues their work in developing state-of-the-art AI technologies. As a result, there is a risk that the model could amplify these biases or produce inappropriate responses.

AI Modeling 105

AI Modeling Large Language Models Natural Language Processing AI 105

AWS Machine Learning Blog

SEPTEMBER 28, 2023

This means companies need loose coupling between app clients (model consumers) and model inference endpoints, which ensures easy switch among large language model (LLM), vision, or multi-modal endpoints if needed. When the user makes a request using the AI Gateway, it’s routed to Amazon Cognito to determine access for the client.

Generative AI 128

Generative AI Metadata Large Language Models AI 128

AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. This logic sits in a hybrid search component.

Generative AI 122

Generative AI AI AI Responsible AI 122

Towards AI

SEPTEMBER 26, 2024

In this blog, we explore how Bright Data’s tools can enhance your data collection process and what the future holds for web data in the context of AI. The Key Role of Web Data in AI and LLM Development Web data has become an essential resource for training AI models, improving performance, and enabling applications across industries.

AI 111

AI AI AI Modeling Large Language Models 111

Snorkel AI

JUNE 27, 2024

Snorkel AI has spent the last decade pioneering the practice of AI data development and helps some of the world’s most sophisticated enterprises curate their data to build custom AI services. See what Snorkel option is right for you. Book a demo today.

LLM 64

LLM Large Language Models Generative AI Data Scientist 64

AWS Machine Learning Blog

SEPTEMBER 26, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 121

Chatbots Generative AI Metadata LLM 121

Marktechpost

DECEMBER 4, 2024

Allen Institute for AI (AI2) was founded in 2014 and has consistently advanced artificial intelligence research and applications. OLMo is a large language model (LLM) introduced in February 2024. AI2 remains at the forefront of AI research through these initiatives, prioritizing openness, collaboration, and ethical practices.

Natural Language Processing 64

Natural Language Processing Artificial Intelligence Artificial Intelligence Large Language Models 64

AWS Machine Learning Blog

MAY 9, 2024

Governance Establish governance that enables the organization to scale value delivery from AI/ML initiatives while managing risk, compliance, and security. Additionally, pay special attention to the changing nature of the risk and cost that is associated with the development as well as the scaling of AI.

ML 136

ML Generative AI AI AI 136

Bugra Akyildiz

NOVEMBER 25, 2023

Articles Inflection announced releasing a new giant LLM call called inflection-2 : Inflection-2 was trained on 5,000 NVIDIA H100 GPUs in fp8 mixed precision for ~10²⁵ FLOPs. Collaboration and Education: Industry collaboration plays a pivotal role in addressing common challenges faced in AI development.

LLM 52

LLM Algorithm Machine Learning Categorization 52

Google Research AI blog

MAY 25, 2023

PaLM 2 Our next-generation large language model (LLM), PaLM 2 , is built on advances in compute-optimal scaling , scaled instruction-fine tuning and improved dataset mixture. MakerSuite grew out of research focused on prompting tools, or tools explicitly designed for customizing and controlling LLMs. Med-PaLM 2 achieved 86.5%

Deep Learning 90

Deep Learning LLM Responsible AI Large Language Models 90

Marktechpost

NOVEMBER 17, 2024

This creates a critical need to align LLM outputs with specific user requirements while preventing misuse. This situation necessitates more efficient and reliable methods to fine-tune LLMs while maintaining their performance and ensuring responsible AI development.

Large Language Models 87

Large Language Models Algorithm Responsible AI LLM 87

Snorkel AI

JUNE 27, 2024

Snorkel AI has spent the last decade pioneering the practice of AI data development and helps some of the world’s most sophisticated enterprises curate their data to build custom AI services. See what Snorkel option is right for you. Book a demo today.

LLM 52

LLM Large Language Models Generative AI Data Scientist 52