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 Research AI Researcher 76

Flipboard

APRIL 19, 2023

“Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data by Paul Sawers originally published on TechCrunch ” Investors have been taking note, too. .

AI Development 123

AI Development AI Developer Large Language Models Categorization 123

Marktechpost

DECEMBER 28, 2023

This situation necessitates a more robust and adaptive approach to LLM security. The study introduces an innovative methodology for improving the security of LLMs. In conclusion, the research underlines the critical need for continuous, proactive security strategies in developing and deploying LLMs.

AI Researcher 132

AI Researcher AI Research Large Language Models AI 132

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. Visit Claude 3 → 2.

Large Language Models 301

Large Language Models Natural Language Processing OpenAI Artificial Intelligence 301

AI News

MARCH 1, 2024

Founded in 2015 as a nonprofit AI research lab, OpenAI transitioned into a commercial entity in 2020. Musk, who has long voiced concerns about the risks posed by AI, has called for robust government regulation and responsible AI development.

OpenAI 261

OpenAI Big Data Responsible AI LLM 261

Marktechpost

OCTOBER 6, 2024

Traditionally, LLMs have trained on supervised learning algorithms employing large labelled datasets. They are inflexible and have generalisation issues, making it difficult for the LLM to adapt to the user environment. The LLM generates a code based on the user’s instructions, evaluates some public test cases, and provides feedback.

Large Language Models 115

Large Language Models Natural Language Processing Software Engineer Algorithm 115

Marktechpost

OCTOBER 4, 2024

Inaccurate information or unsupported claims can have severe implications in such domains, making assessing and improving the faithfulness of LLM outputs when operating within given contexts is essential. For instance, when multiple relevant paragraphs are retrieved, the model might omit critical details or present conflicting evidence.

LLM 116

LLM Natural Language Processing Large Language Models Categorization 116

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

Large Language Models 291

Large Language Models LLM Auto-complete Automation 291

Unite.AI

JUNE 21, 2024

Unlike narrow AI, which excels in specific areas like language translation or image recognition, AGI would possess a broad, adaptable intelligence, enabling it to generalize knowledge and skills across diverse domains. The feasibility of achieving AGI is an intensely debated topic among AI researchers.

OpenAI 190

OpenAI Natural Language Processing Large Language Models AI Developer 190

Marktechpost

APRIL 1, 2024

Addressing this challenge requires a solution that is scalable, versatile, and accessible to a wide range of users, from individual researchers to large teams working on the state-of-the-art side of AI development. The ETL (Extract, Transform, Load) process is also critical in aggregating and processing data from varied sources.

Large Language Models 115

Large Language Models ETL Data Ingestion Data Quality 115

NVIDIA

JULY 11, 2024

“I’m confident that this major upgrade of ABCI in our collaboration with NVIDIA and HPE will enhance ABCI’s leadership in domestic industry and academia, propelling Japan towards global competitiveness in AI development and serving as the bedrock for future innovation.” A New Era for Japanese AI Research and Development ABCI 3.0

AI 121

AI AI Generative AI Big Data 121

Marktechpost

FEBRUARY 29, 2024

The culmination of this research is a striking improvement in LLM reasoning accuracy. This breakthrough signifies an advancement in LLM refinement techniques and the broader context of AI’s problem-solving capabilities.

LLM 122

LLM Large Language Models AI AI 122

Marktechpost

JANUARY 2, 2024

Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. These models, known for their substantial size and computational demands, have been at the forefront of AI development.

Machine Learning 137

Machine Learning Natural Language Processing Computer Vision LLM 137

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

SEPTEMBER 5, 2024

However, limited work has specifically targeted fraud and abuse detection using LLMs, with challenges stemming from restricted data availability and the prevalence of numeric datasets unsuitable for LLM training.

Large Language Models 59

Large Language Models Natural Language Processing LLM AI Researcher 59

Marktechpost

DECEMBER 25, 2023

Developed by a collaborative effort of researchers, MiniChain stands out as a beacon of simplicity amidst the intricate frameworks prevalent in this domain. With a modest footprint, this library encapsulates the essence of prompt chaining, allowing developers to weave complicated chains of LLM interactions effortlessly.

Large Language Models 124

Large Language Models Python AI Engineer LLM 124

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

NVIDIA

SEPTEMBER 21, 2023

AI improves video and audio quality and adds unique effects to make virtual interactions smoother and collaboration more efficient. In 2016, NVIDIA hand-delivered to OpenAI the first NVIDIA DGX AI supercomputer — the engine behind the LLM breakthrough powering ChatGPT.

LLM 124

LLM AI AI Chatbots 124

Towards AI

JANUARY 24, 2024

At the same time, Meta is shaking things up by moving their AI research group, FAIR, to the same part of the company as the team building generative AI products across Meta’s apps. But we think it is important to see diversity in AI strategy, and one of the large tech companies still claims to embrace open source.

Large Language Models 67

Large Language Models LLM AI AI 67

Unite.AI

OCTOBER 17, 2024

It introduces a scalable, synthetic, and un-leaked benchmark for long-context reasoning, providing a more precise measure of LLMs' current state and future potential. Implications for AI Research and Development The results from the Michelangelo Benchmark have significant implications for how we develop AI.

AI Modeling 148

AI Modeling Artificial Intelligence Artificial Intelligence Python 148

Marktechpost

MAY 29, 2024

With significant advancements through its Gemini, PaLM, and Bard models, Google has been at the forefront of AI development. Each model has distinct capabilities and applications, reflecting Google’s research in the LLM world to push the boundaries of AI technology.

AI Modeling 115

AI Modeling Large Language Models Conversational AI Natural Language Processing 115

Unite.AI

SEPTEMBER 6, 2024

Over time, the approach to fine-tuning AI models has significantly advanced, mirroring the rapid progress in AI development. Initially, AI models were trained entirely from scratch, requiring vast amounts of data and computational power—a time-consuming and resource-intensive method.

AI Modeling 130

AI Modeling Large Language Models Artificial Intelligence Artificial Intelligence 130

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. However, if AGI development uses similar building blocks as narrow AI, some existing tools and technologies will likely be crucial for adoption.

Neural Network 259

Neural Network LLM AI AI 259

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 79

AI AI AI Modeling Large Language Models 79

Viso.ai

AUGUST 15, 2024

To take this a step further, researchers also used pattern recognition to allow the program to replace some of its premade sentences with words used by the user in a pre-made template. However, this approach has many limitations, and as AI research deepened, chatbots developed as well to start using generative models like LLMs.

Chatbots 52

Chatbots LLM Large Language Models AI Chatbots 52

Marktechpost

OCTOBER 4, 2024

Large Language Models (LLMs) have gained significant attention in recent years, but they face a critical security challenge known as prompt leakage. This vulnerability allows malicious actors to extract sensitive information from LLM prompts through targeted adversarial inputs.

LLM 59

LLM AI Researcher AI Research AI 59

ODSC - Open Data Science

AUGUST 17, 2023

In a new blog , Stability AI and its CarperAI lab unveiled Stable Beluga 1 and its successor, Stable Beluga 2 (previously known as FreeWilly). According to their post, the goal of these two large language models is to expand and create a new standard for open-access AI research.

Deep Learning 52

Deep Learning Data Science Large Language Models LLM 52

Towards AI

SEPTEMBER 22, 2023

As an AI practitioner, how do you feel about the recent AI developments? Besides your excitement for its new power, have you wondered how you can hold your position in the rapidly moving AI stream? The authors proposed strategies for how to do research with limited resources. The birth of ChatGPT has caused a stir.

Prompt Engineering 57

Prompt Engineering Prompt Engineer LLM ML Engineer 57

Topbots

NOVEMBER 27, 2023

AI assistants automate the completion of frequently used functions and code statements, minimizing repetitive typing and reducing the likelihood of errors. AI developer tools generate initial drafts of new code, providing a solid foundation for further development and accelerating the coding process. Code Generation.

Software Development 99

Software Development Generative AI Prompt Engineer Prompt Engineering 99

ODSC - Open Data Science

APRIL 5, 2023

Though the FTC is unlikely to take action against OpenAI, this shows that governments are paying close attention to the wildly popular LLM. All of this comes a few days after 1,000 AI researchers and tech leaders called for AI labs to take a six-month pause on the further development of LLMs more powerful than GPT-4.

ChatGPT 59

ChatGPT OpenAI Chatbots Data Science 59

Towards AI

FEBRUARY 15, 2023

Alphabet Stock Plunge Erases $100 Billion After New AI Chatbot Gives Wrong Answer In Ad Questions were raised about whether Alphabet rushed the release of its new Bard LLM after promotional material contained inaccurate information. Hottest News 1.

Large Language Models 64

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 64

AI Impacts

SEPTEMBER 14, 2023

How much do powerful models help alignment research? If progress is smooth rather than delayed then rapid , how much does that help cause good attitudes among AI developers, good governance responses, etc.? Are there important weak-AI societal challenges that society could better adapt to if progress is smoother?

Algorithm 130

Algorithm Chatbots AI AI 130

Chatbots Life

MARCH 16, 2023

ChatGPT, Bard, and other AI showcases: how Conversational AI platforms have adopted new technologies. On November 30, 2022, OpenAI , a San Francisco-based AI research and deployment firm, introduced ChatGPT as a research preview.

Conversational AI 96

Conversational AI ChatGPT Chatbots OpenAI 96

Unite.AI

JUNE 21, 2024

Accelerating LLM Inference with NVIDIA TensorRT While GPUs have been instrumental in training LLMs, efficient inference is equally crucial for deploying these models in production environments. NVIDIA's commitment to open-source initiatives has been a driving force behind the widespread adoption of CUDA in the AI research community.

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

Unite.AI

AUGUST 1, 2024

Moderated by Anita Ramaswamy, financial columnist at The Information, I sat down with Quora CEO, Adam D’Angelo to discuss the road to AGI and share insights into development timelines, real-world applications, and principles for responsible deployment. It feels like emergent behavior.

Software Engineer 201

Software Engineer Software Development Automation Large Language Models 201

Unite.AI

SEPTEMBER 10, 2024

In many ways, AI mirrors previous paradigm shifts like personal computing and the Internet in that it will become integral to workflows for every individual, business, nation, and industry. Index is multimodal : Supports multimodal AI, managing data in the form of images, videos, audio, text, documents and more.

Computer Vision 265

Computer Vision Automation AI Modeling Large Language Models 265

AWS Machine Learning Blog

MAY 9, 2024

These encompass a holistic approach, covering data governance, model development, ethical deployment, and ongoing monitoring, reinforcing the organization’s commitment to responsible and ethical AI/ML practices.

ML 129

ML Generative AI AI AI 129