Artificial Intelligence

Generative models have emerged as transformative tools across various domains, including computer vision and natural language processing, by learning data distributions and generating samples from them. Among these models, Diffusion Models (DMs) have garnered attention for...
Earlier, with the adoption of computer vision, its studies weren't content to only scan 2D arrays of flat "patterns." Rather, they sought to understand images as projections of 3D scenes. Initially, researchers created several intermediate tasks...

Researchers from Google DeepMind Releases a Study on the Ethics of Advanced Artificial Intelligence Assistants

In a recent study, a team of researchers from Google DeepMind explored the potential benefits of powerful Artificial Intelligence (AI) assistants as well as...

PROSE-PDE: A Foundation Model for Solving and Extrapolating Partial Differential Equations

Have you ever wondered how complex phenomena like fluid flows, heat transfer, or even the formation of patterns in nature can be described mathematically?...

Tencent AI Lab Developed AlphaLLM: A Novel Machine Learning Framework for Self-Improving Language Models

Large Language Models (LLMs) stand out for their ability to parse and generate human-like text across various applications. These models have become integral to...

Japanese Heron-Bench: A Novel AI Benchmark for Evaluating Japanese Capabilities of Vision Language Models VLMs

The rapid progression of Large Language Models (LLMs) is a pivotal milestone in the evolution of artificial intelligence. In recent years, we have witnessed...

DynGAN: A Machine Learning Framework that Detects Collapsed Samples in the Generator by Thresholding on Observable Discriminator Outputs

Generative adversarial networks (GANs) are a popular tool for creating realistic data, but they often struggle with a problem called mode collapse. This happens...

NVIDIA AI Researchers Introduce ScaleFold: A Leap in High-Performance Computing for Protein Structure Prediction

In recent years, deep learning has been effective in high-performance computing. Surrogate models continue to advance, surpassing physics-based simulations in accuracy and utility. This...

What is the Language Processing Unit (LPU)? Its Role in AI Hardware

The Language Processing Unit (LPU) represents a groundbreaking advancement in processor technology, specifically engineered to optimize tasks associated with natural language processing (NLP). Unlike...

OpenBezoar: A Family of Small, Cost-Effective, and Open-Source AI Models Trained on Mixed Instruction Data

The recent success of instruction fine-tuning of pre-trained Large Language Models (LLMs) for downstream tasks has attracted significant interest in the Artificial Intelligence (AI)...

This AI Paper Proposes a Pipeline for Improving Imitation Learning Performance with a Small Human Demonstration Budget

The practical application of robotic technology in automatic assembly processes holds immense value. However, traditional robotic systems have struggled to adapt to the demands...

This AI Paper from Peking University and Microsoft Proposes LongEmbed to Extend NLP Context Windows

Embedding models are fundamental tools in natural language processing (NLP), providing the backbone for applications like information retrieval and retrieval-augmented generation. These models transform...

Coix: A JAX-based AI Framework Designed for Composing Probabilistic Programs and Performing Inference on Them

In probabilistic programming, developers often face the challenge of efficiently composing and performing inference on intricate probabilistic programs. A recent release, Coix (COmbinators In...

COCONut: A High-Quality, Large-Scale Dataset for Next-Gen Segmentation Models

Computer vision has advanced significantly in recent decades, thanks in large part to comprehensive benchmark datasets like COCO. However, nearly a decade after its...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, andย takingย a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

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