Marktechpost

OCTOBER 25, 2024

The Georgia Institute of Technology and Salesforce AI Research researchers introduce a new framework for evaluating RAG systems based on a metric called “sub-question coverage.” Researchers could pinpoint gaps where each system failed to deliver comprehensive answers by measuring coverage across these categories.

AI Research 107

AI Research AI Researcher Categorization Inference Engine 107

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 114

Machine Learning LLM AI Research AI Researcher 114

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 107

LLM AI Research AI Researcher Inference Engine 107

Marktechpost

OCTOBER 26, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meta AI Researchers Introduce Token-Level Detective Reward Model (TLDR) to Provide Fine-Grained Annotations for Large Vision Language Models appeared first on MarkTechPost.

AI Research 105

AI Research AI Researcher Data Scarcity Inference Engine 105

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 111

Neural Network Inference Engine AI AI 111

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 111

Large Language Models Inference Engine AI AI 111

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. All credit for this research goes to the researchers of this project. It preloads cold-activated neurons onto the CPU for computation and hot-activated neurons onto the GPU for instant access.

Large Language Models 139

Large Language Models Machine Learning LLM Natural Language Processing 139

Marktechpost

OCTOBER 25, 2024

A major challenge in AI research is how to develop models that can balance fast, intuitive reasoning with slower, more detailed reasoning in an efficient way. In AI models, this dichotomy between the two systems mostly presents itself as a trade-off between computational efficiency and accuracy. Check out the Paper.

Auto-complete 110

Auto-complete Inference Engine AI AI 110

NVIDIA

JUNE 12, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for RTX PC users. The era of the AI PC is here, and it’s powered by NVIDIA RTX and GeForce RTX technologies. Tokens are the output of the LLM.

LLM 114

LLM Generative AI AI AI 114

Unite.AI

AUGUST 12, 2024

Black Forest Labs , the team behind the groundbreaking Stable Diffusion model, has released Flux – a suite of state-of-the-art models that promise to redefine the capabilities of AI-generated imagery. Let's dive deep into the world of Flux and explore its potential to reshape the future of AI-generated art and media.

Natural Language Processing 246

Natural Language Processing Generative AI Inference Engine AI Tools 246

Marktechpost

OCTOBER 21, 2024

Large Language Models (LLMs) have gained significant attention in AI research due to their impressive capabilities. Existing methods to address the challenges in AI-powered chess and decision-making systems include neural networks for chess, diffusion models, and world models. Don’t Forget to join our 50k+ ML SubReddit.

Neural Network 102

Neural Network Inference Engine Large Language Models Algorithm 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 107

Large Language Models LLM AI Development AI Developer 107

Marktechpost

OCTOBER 21, 2024

This research field is evolving rapidly as AI researchers explore new methods to enhance LLMs’ capabilities in handling advanced reasoning tasks, particularly in mathematics. Mathematical reasoning in AI is an area that presents unique challenges.

Large Language Models 110

Large Language Models Inference Engine AI AI 110

Marktechpost

JUNE 8, 2023

A regular expression inference engine that effectively converts regular expressions to finite automata has been designed and implemented. Researchers have achieved competitive GPU utilization and runtimes (seconds) using both shortest path and randomized graph traversals.

Large Language Models 107

Large Language Models LLM Inference Engine AI 107

Marktechpost

OCTOBER 21, 2024

Pluralistic alignment Recent works have underscored the significance of incorporating pluralistic human values and cultures in AI alignment. Some researchers highlighted that AI should have “normative competence,” meaning the ability to understand and adjust to diverse norms, promoting safety pluralism.

Large Language Models 103

Large Language Models Inference Engine LLM AI 103

Marktechpost

JUNE 19, 2023

Researchers from Google offer a set of modifications to the implementation of large diffusion models that allow for the fastest inference latency on mobile devices with GPUs to date. These updates improve the overall user experience across various devices and increase the scope of usage for generative AI.

Inference Engine 97

Inference Engine ML AI Tools Deep Learning 97

Unite.AI

JUNE 21, 2024

The field of artificial intelligence (AI) has witnessed remarkable advancements in recent years, and at the heart of it lies the powerful combination of graphics processing units (GPUs) and parallel computing platform. Installation When setting AI development, using the latest drivers and libraries may not always be the best choice.

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

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 60

Machine Learning Neural Network Natural Language Processing Inference Engine 60

Unite.AI

APRIL 24, 2024

Lin Qiao, was formerly head of Meta's PyTorch and is the Co-Founder and CEO of Fireworks AI. Fireworks AI is a production AI platform that is built for developers, Fireworks partners with the world's leading generative AI researchers to serve the best models, at the fastest speeds. It even inspired our name!

AI 130

AI AI OpenAI Inference Engine 130

Marktechpost

OCTOBER 24, 2024

These challenges not only impact the environment but also widen the gap between tech giants and smaller entities trying to leverage AI capabilities. Meta AI’s Quantized Llama 3.2 Models (1B and 3B) Meta AI recently released Quantized Llama 3.2 Conclusion Meta AI’s release of Quantized Llama 3.2

Large Language Models 117

Large Language Models NLP Natural Language Processing Inference Engine 117

Marktechpost

SEPTEMBER 1, 2023

In the fast-paced world of AI, efficient code generation is a challenge that can’t be overlooked. Addressing this efficiency gap head-on, Deci, a pioneering AI company, introduces DeciCoder, a 1-billion-parameter open-source Large Language Model (LLM) that aims to redefine the gold standard in efficient and accurate code generation.

Large Language Models 114

Large Language Models Inference Engine LLM Automation 114

Marktechpost

OCTOBER 18, 2024

These barriers limit reproducibility, increase development time, and make experimentation challenging, particularly for academia and smaller research institutions. Addressing these issues requires a lightweight, flexible, and efficient approach that reduces friction in LLM research. If you like our work, you will love our newsletter.

LLM 111

LLM NLP Inference Engine Large Language Models 111

Marktechpost

AUGUST 25, 2023

In the fast-paced world of AI, efficient code generation is a challenge that can’t be overlooked. Addressing this efficiency gap head-on, Deci, a pioneering AI company, introduces DeciCoder, a 1-billion-parameter open-source Large Language Model (LLM) that aims to redefine the gold standard in efficient and accurate code generation.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

AI Impacts

OCTOBER 28, 2024

Judge introductions Andreas Stuhlmüller (AS) — Hi, I'm CEO & cofounder of Elicit, an AI company working on scaling up high-quality reasoning, starting with science. I've been interested in how AI can differentially advance wisdom for a long time, and (pre LLMs) founded the non-profit Ought to work on that topic.

Automation 162

Automation Explainability AI AI 162