marktechpost3d
Chameleon: An AI System for Efficient Large Language Model Inference Using Adaptive Caching and Multi-Level Scheduling Techniques
Large language models (LLMs) have transformed the landscape of natural language processing, becoming indispensable tools across industries such as healthcare, education, and technology. These models ...
marktechpost3d
How Perplexity AI is Transforming Search: Recent Innovations, Strategic Partnerships, and Market Advancements in 2024
Founded in 2022, Perplexity AI has quickly emerged as a significant player in artificial intelligence, particularly in AI-driven search technologies. With a strong focus on innovation and user-centric ...
marktechpost4d
PRIME Intellect Releases INTELLECT-1 (Instruct + Base): The First 10B Parameter Language Model Collaboratively Trained Across the Globe
In recent years, the evolution of artificial intelligence has brought forth increasingly sophisticated large language models (LLMs). However, training these models remains a complex challenge due to ...
marktechpost5d
Google DeepMind Research Unlocks the Potential of LLM Embeddings for Advanced Regression
Large Language Models (LLMs) have revolutionized data analysis by introducing novel approaches to regression tasks. Traditional regression techniques have long relied on handcrafted features and ...
marktechpost3d
Geometry Distributions: Advancing Neural 3D Surface Modeling with Diffusion Models
Geometry representations play a crucial role in solving complex 3D vision problems. The rapid evolution of deep learning has sparked significant interest in developing neural network-compatible ...
marktechpost5d
Four Cutting-Edge Methods for Evaluating AI Agents and Enhancing LLM Performance
The advent of LLMs has propelled advancements in AI for decades. One such advanced application of LLMs is Agents, which replicate human reasoning remarkably. An agent is a system that can perform ...
marktechpost5d
NVIDIA AI Releases cuPyNumeric: A Drop-in Replacement Library for NumPy Bringing Distributed and Accelerated Computing for Python
One of the long-standing bottlenecks for researchers and data scientists is the inherent limitation of the tools they use for numerical computation. NumPy, the go-to library for numerical operations ...
marktechpost7d
Meet Foundry: An AI Startup that Builds, Evaluates, and Improves AI Agents
The development of AI agents as autonomous tools capable of handling complex tasks has led to a significant advancement in artificial intelligence. Foundry, a Y Combinator-backed startup, aims to be ...
marktechpost6d
Quantum Neuromorphic Computing: Implementing Scalable Quantum Perceptrons
Quantum and neuromorphic computing represent phenomenal computational paradigms that promise transformative technological advances. Quantum computing utilizes unique quantum phenomena like ...
marktechpost4d
Microsoft Researchers Present a Novel Implementation of MH-MoE: Achieving FLOPs and Parameter Parity with Sparse Mixture-of-Experts Models
Machine learning is advancing rapidly, particularly in areas requiring extensive data processing, such as natural language understanding and generative AI. Researchers are constantly striving to ...
marktechpost7d
Exploring Memory Options for Agent-Based Systems: A Comprehensive Overview
Large language models (LLMs) have transformed the development of agent-based systems for good. However, managing memory in these systems remains a complex challenge. Memory mechanisms enable agents to ...
marktechpost6d
The Allen Institute for AI (AI2) Releases OLMo 2: A New Family of Open-Sourced 7B and 13B Language Models Trained on up to 5T Tokens
The development of language modeling focuses on creating artificial intelligence systems that can process and generate text with human-like fluency. These models play critical roles in machine ...