Marktechpost

MAY 23, 2024

Artificial Intelligence is undergoing rapid evolution, especially regarding the training of massive language models (LLMs) with parameters exceeding 70 billion. OpenRLHF leverages two key technologies: Ray, the Distributed Task Scheduler, and vLLM, the Distributed Inference Engine.

Inference Engine 131

Inference Engine LLM Artificial Intelligence Artificial Intelligence 131

Marktechpost

OCTOBER 20, 2024

While AI has emerged as a powerful tool for materials discovery, the lack of publicly available data and open, pre-trained models has become a major bottleneck. The introduction of the OMat24 dataset and the corresponding models represents a significant leap forward in AI-assisted materials science.

Neural Network 113

Neural Network Inference Engine AI AI 113

Marktechpost

OCTOBER 16, 2024

The results are particularly concerning given the increasing reliance on synthetic data in large-scale AI systems. Although there are situations where increasing model size may slightly mitigate the collapse, it does not entirely prevent the problem. If you like our work, you will love our newsletter.

Large Language Models 107

Large Language Models Neural Network Machine Learning Inference Engine 107

Marktechpost

OCTOBER 18, 2024

Researchers in AI are working to enable these models to perform not just language understanding but also complex reasoning tasks like problem-solving in mathematics, logic, and general knowledge. This gap in performance across varied tasks presents a barrier to creating adaptable, general-purpose AI systems. Check out the Paper.

Large Language Models 109

Large Language Models Inference Engine AI AI 109

Marktechpost

OCTOBER 17, 2024

AI is crucial in optimizing energy distribution, forecasting demand, and managing real-time interactions between vehicles and the microgrid. In conclusion, the proposed AI-based countermeasure utilizing GANs offers a promising approach to enhance the security of Mobile V2M services against adversarial attacks.

Inference Engine 102

Inference Engine Machine Learning AI AI 102

Marktechpost

OCTOBER 14, 2024

Researchers from Stanford University, Together AI, California Institute of Technology, and MIT introduced LoLCATS (Low-rank Linear Conversion via Attention Transfer). LoLCATS is a two-step method designed to efficiently improve the quality of linearized large language models without the need for expensive retraining on billions of tokens.

LLM 120

LLM Large Language Models Inference Engine AI 120

Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost appeared first on MarkTechPost.

Inference Engine 130

Inference Engine AI AI ML 130

Marktechpost

OCTOBER 18, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs appeared first on MarkTechPost.

LLM 109

LLM Inference Engine Large Language Models AI 109

Marktechpost

SEPTEMBER 6, 2024

The integration with Google search through a specialized API enhances the breadth of information available, while a powerful inference engine ensures efficient processing. In conclusion, OpenPerPlex represents a significant advancement in AI-powered search engines by addressing key limitations of traditional systems.

Inference Engine 109

Inference Engine Algorithm AI AI 109

Marktechpost

OCTOBER 15, 2024

Google AI Releases Gemma-APS, a collection of Gemma models for text-to-propositions segmentation. With this release, Google AI is hoping to make text segmentation more accessible, with models optimized to run on varied computational resources. If you like our work, you will love our newsletter.

Inference Engine 102

Inference Engine NLP AI AI 102

Marktechpost

OCTOBER 18, 2024

The lack of effective evaluation methods poses a serious problem for AI research and development. Current evaluation frameworks, such as LLM-as-a-Judge, which uses large language models to judge outputs from other AI systems, must account for the entire task-solving process.

Large Language Models 109

Large Language Models LLM Inference Engine AI Developer 109

Marktechpost

OCTOBER 17, 2024

Rule-based systems, traditional machine learning models, and basic AI-driven methods are conventional models for processing IoT data. MARS Lab, NTU has devised an innovative IoT-LLM framework that combats the limitations of the LLM in handling real-world tasks. If you like our work, you will love our newsletter.

LLM 117

LLM Inference Engine Large Language Models Machine Learning 117

Marktechpost

OCTOBER 14, 2024

This framework aims to transform human-computer interaction by enabling AI agents to use the mouse and keyboard as humans would to complete complex tasks. Simular Research introduces Agent S, an open agentic framework designed to use computers like a human, specifically through autonomous interaction with GUIs.

Inference Engine 118

Inference Engine Automation AI AI 118

Marktechpost

OCTOBER 16, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise appeared first on MarkTechPost.

AI Researcher 122

AI Researcher AI Research Inference Engine AI 122

Marktechpost

AUGUST 5, 2024

Additionally, many of these search engines are not open-source, limiting the ability for broader community involvement and innovation. Introducing OpenPerPlex OpenPerPlex is an open-source AI-powered search engine designed to tackle these challenges head-on. OpenPerPlex’s effectiveness is driven by its robust tech stack.

Inference Engine 113

Inference Engine Machine Learning AI AI 113

Marktechpost

OCTOBER 18, 2024

Recent advancements in Large Language Models (LLMs) have reshaped the Artificial intelligence (AI)landscape, paving the way for the creation of Multimodal Large Language Models (MLLMs). Finally, the “ Omni-Alignment ” stage combines image, video, and audio data for comprehensive multimodal learning.

Large Language Models 91

Large Language Models Inference Engine Natural Language Processing LLM 91

Marktechpost

OCTOBER 19, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Paper Explores If Human Visual Perception can Help Computer Vision Models Outperform in Generalized Tasks appeared first on MarkTechPost. Don’t Forget to join our 50k+ ML SubReddit.

Computer Vision 108

Computer Vision Inference Engine AI AI 108

Marktechpost

OCTOBER 17, 2024

Artificial Intelligence is evolving significantly, and Large Language Models have shown a remarkable capacity to comprehend human-text inputs. Going beyond simple text to analyzing and generating code, LLMs have shown promising results in software development. If you like our work, you will love our newsletter.

Machine Learning 67

Machine Learning Software Development Inference Engine Large Language Models 67

Marktechpost

OCTOBER 20, 2024

Large language models (LLMs) have revolutionized various domains, including code completion, where artificial intelligence predicts and suggests code based on a developer’s previous inputs. This technology significantly enhances productivity, enabling developers to write code faster and with fewer errors.

Large Language Models 98

Large Language Models Inference Engine Python Artificial Intelligence 98

Marktechpost

OCTOBER 16, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meet TurtleBench: A Unique AI Evaluation System for Evaluating Top Language Models via Real World Yes/No Puzzles appeared first on MarkTechPost. Don’t Forget to join our 50k+ ML SubReddit.

Inference Engine 98

Inference Engine Large Language Models OpenAI AI 98

Marktechpost

OCTOBER 17, 2024

Katanemo has open-sourced Arch-Function , making scalable agentic AI accessible to developers, data scientists, and enterprises. By open-sourcing this tool, Katanemo enables the global AI community to contribute and adopt its capabilities. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 109

Large Language Models Inference Engine Automation Data Scientist 109

Marktechpost

OCTOBER 19, 2024

The researchers from UC San Diego, Stanford University, Truthful AI, MATS Program, Speechmatics, Eleos AI, Anthropic, Scale AI, New York University, UC Berkeley introduced the concept of introspection by testing whether LLMs could outperform other models in predicting their behavior. after training.

Large Language Models 103

Large Language Models Inference Engine AI AI 103

Marktechpost

OCTOBER 21, 2024

With the release of LayerSkip, the research community now has access to a practical and effective tool for optimizing LLM inference, potentially paving the way for more accessible AI deployment in real-world applications. Check out the Paper , Model Series on Hugging Face , and GitHub. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 57

Large Language Models Inference Engine AI AI 57

Marktechpost

OCTOBER 14, 2024

Additionally, setting up access controls and limiting how often each user can access the data is important for building responsible AI systems, and reducing potential conflicts with people’s private data. To address this, data users need to apply strong and reliable defense strategies and methods. Check out the Paper.

Categorization 100

Categorization Neural Network Inference Engine AI 100

Marktechpost

OCTOBER 16, 2024

Model merging, particularly within the realm of large language models (LLMs), presents an intriguing challenge that addresses the growing demand for versatile AI systems. Researchers from Arcee AI and Liquid AI propose a novel merging technique called Differentiable Adaptive Merging (DAM). Check out the Paper.

Inference Engine 62

Inference Engine Large Language Models AI AI 62

Marktechpost

OCTOBER 21, 2024

Artificial intelligence (AI) and machine learning (ML) revolve around building models capable of learning from data to perform tasks like language processing, image recognition, and making predictions. A significant aspect of AI research focuses on neural networks, particularly transformers.

Machine Learning 62

Machine Learning Neural Network Inference Engine Natural Language Processing 62

ODSC - Open Data Science

MARCH 8, 2024

Bench IQ, a Toronto-based startup, has unveiled an AI platform that promises to change how lawyers prepare for court. Source ) According to a report, Apple is hoping to push forward its efforts in generative AI in a bid to catch up with competitor Microsoft. Do AI video generators dream of San Pedro?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Large Language Models Data Science 52

Marktechpost

OCTOBER 16, 2024

Researchers from Google Cloud AI and the University of Illinois introduced innovative methods to improve the robustness and performance of RAG systems when using long-context LLMs. Current approaches must adequately address the risks of introducing misleading or irrelevant information, which can diminish the quality of LLM responses.

LLM 105

LLM AI Researcher AI Research Inference Engine 105

Marktechpost

OCTOBER 19, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Paper from Google DeepMind Explores Inference Scaling in Long-Context RAG appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models 103

Large Language Models Inference Engine AI AI 103

Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Research Introduces Process Advantage Verifiers: A Novel Machine Learning Approach to Improving LLM Reasoning Capabilities appeared first on MarkTechPost.

Machine Learning 117

Machine Learning LLM AI Researcher AI Research 117

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post IBM Researchers Introduce ST-WebAgentBench: A New AI Benchmark for Evaluating Safety and Trustworthiness in Web Agents appeared first on MarkTechPost. Don’t Forget to join our 50k+ ML SubReddit.

Inference Engine 62

Inference Engine Large Language Models LLM AI 62

Marktechpost

OCTOBER 17, 2024

One of the most significant issues it seeks to solve is the need for quick, seamless access to AI assistance without relying on a web browser. The ChatGPT Windows app delivers a native desktop experience for users, designed to improve interaction with the AI model. Check out the Details here.

OpenAI 103

OpenAI ChatGPT Inference Engine Conversational AI 103

Marktechpost

OCTOBER 15, 2024

Bias in AI-powered systems like chatbots remains a persistent challenge, particularly as these models become more integrated into our daily lives. A pressing issue concerns biases that can manifest when chatbots respond differently to users based on name-related demographic indicators, such as gender or race.

OpenAI 109

OpenAI Chatbots Inference Engine ChatGPT 109

NVIDIA

JULY 23, 2024

Businesses seeking to harness the power of AI need customized models tailored to their specific industry needs. NVIDIA AI Foundry is a service that enables enterprises to use data, accelerated computing and software tools to create and deploy custom models that can supercharge their generative AI initiatives.

Generative AI 113

Generative AI AI Modeling AI AI 113

Marktechpost

OCTOBER 15, 2024

Predibase announces the Predibase Inference Engine , their new infrastructure offering designed to be the best platform for serving fine-tuned small language models (SLMs). As AI becomes more entrenched in the fabric of enterprise operations, the challenges associated with deploying and scaling SLMs have grown increasingly daunting.

Inference Engine 104

Inference Engine LLM AI AI 104

Marktechpost

OCTOBER 19, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Differentiable Rendering of Robots (Dr. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Robotics 108

Robotics Inference Engine Algorithm ML 108

Marktechpost

OCTOBER 17, 2024

The PyTorch community has continuously been at the forefront of advancing machine learning frameworks to meet the growing needs of researchers, data scientists, and AI engineers worldwide. These updates help PyTorch stay competitive in the fast-moving field of AI infrastructure. With the latest PyTorch 2.5

Machine Learning 102

Machine Learning Neural Network Data Scientist Inference Engine 102