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.

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LLM Large Language Models AI Researcher AI Research 76

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.

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LLM Machine Learning Explainability Algorithm 264

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.

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AI Modeling Neural Network LLM Metadata 119

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.

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Large Language Models LLM AI AI 125

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.

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Large Language Models Natural Language Processing NLP Responsible AI 120

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.

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Machine Learning Large Language Models Algorithm LLM 113

John Snow Labs

OCTOBER 19, 2023

Imagine asking your AI assistant about a contentious political issue, and it effortlessly mirrors your beliefs, regardless of the facts. It’s a phenomenon called sycophancy , and it’s a thorn in the side of AI development. Sound familiar? But fret not, for this blog post unveils a powerful antidote to this frustrating issue.

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LLM NLP Large Language Models Categorization 52

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 84

LLM AI AI OpenAI 84

Towards AI

APRIL 1, 2023

Last Updated on April 1, 2023 by Editorial Team Author(s): Mary Reagan PhD Originally published on Towards AI. Part 2: Responsible AI Recommendations for ML Practitioners and Policy Makers By Mary Reagan and Krishnaram Kenthapadi This is a follow-up to my part 1 on ChatGPT.

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Generative AI Responsible AI Large Language Models Chatbots 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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Generative AI LLM ML AI 122

ODSC - Open Data Science

APRIL 14, 2023

All of this comes a few days after over 1,000 tech leaders and researchers signed an open letter requesting a six-month suspension of further research into LLMs more powerful than GPT-4 citing systematic and societal concerns about the possible effects of any LLM of that scale.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence ChatGPT OpenAI 52

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?

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Metadata Explainability Automation AI 193

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.

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ML Generative AI AI AI 105

ODSC - Open Data Science

MARCH 11, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. And the best place to do that is at ODSC East this April 23rd to 25th !

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Neural Network Robotics Data Science Algorithm 52

ODSC - Open Data Science

OCTOBER 5, 2023

13 Companies Leading the Way in AI Development Let’s take a quick look at some of the companies that will be at the ODSC West AI Expo, what they do, and how they’re changing the AI landscape. Join the ODSC AI Startup Showcase! Here’s how you can customize your ODSC West schedule with ease.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

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.

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LLM Algorithm Machine Learning Categorization 52

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.

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

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.

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Generative AI LLM AI AI 100

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.

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Insight Engine Generative AI LLM AI 113

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.

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Large Language Models LLM Algorithm Responsible AI 87

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%

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LLM Deep Learning Responsible AI Large Language Models 90

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.

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Generative AI Metadata AI AI 96

TensorFlow

MAY 10, 2023

Explore new resources to build with Google AI As tools, technology, and techniques for AI development rapidly advance, finding what you need to get started or take the next step with your project can be challenging. We're making it easier to find the right resources to accelerate your AI development at Build with Google AI.

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Machine Learning Large Language Models ML Natural Language Processing 52

Topbots

DECEMBER 19, 2023

Presenters from various spheres of AI research shared their latest achievements, offering a window into cutting-edge AI developments. In this article, we delve into these talks, extracting and discussing the key takeaways and learnings, which are essential for understanding the current and future landscapes of AI innovation.

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

Towards AI

NOVEMBER 16, 2023

-Louis Bouchard, Towards AI Co-founder & Head of Community What’s AI Weekly In this week’s What’s AI Podcast episode, Louis Bouchard interviewed Paige Bailey, Lead product manager at Google DeepMind and previously working at Microsoft GitHub building Copilot. Join the live this Sunday (in just 3 days)!

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Large Language Models AI AI Software Engineer 97

ODSC - Open Data Science

FEBRUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. So get your pass today and see for yourself how AI will shape our future.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 52

Bugra Akyildiz

FEBRUARY 24, 2024

Increased Democratization: Smaller models like Phi-2 reduce barriers to entry, allowing more developers and researchers to explore the power of large language models. Responsible AI Development: Phi-2 highlights the importance of considering responsible development practices when building large language models.

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Large Language Models LLM Data Ingestion Neural Network 52

ODSC - Open Data Science

JANUARY 11, 2024

The EU Unveils “The AI Act” — First AI-Focused Legislative Proposal by a Major Regulator At the start of 2023, the European Union unveiled a first-of-its-kind set of regulations aimed at artificial intelligence, which was named the AI Act. Databricks Introduces Dolly 2.0: Databricks Introduces Dolly 2.0:

Large Language Models 52

Large Language Models Artificial Intelligence Artificial Intelligence OpenAI 52

Marktechpost

APRIL 7, 2024

Initiatives such as BLOOM, StarCoder, StarCoder-2, Pythia, and OLMo have emerged as open-source efforts to democratize access to pretrained LLMs, stimulating innovation and allowing researchers and developers to leverage existing advancements.

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AI Modeling Large Language Models LLM Artificial Intelligence 139

Viso.ai

DECEMBER 4, 2023

These tools use the Generative Pre-Trained Transformer (GPT), OpenAI’s state-of-the-art language Large Language Model (LLM). In the future, those with knowledge of the technology will understand the ethical considerations in AI development. These individuals will be the advocates for responsible and cautious approaches.

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OpenAI Computer Vision AI AI 52