AI/ML

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Background

todaySeptember 2, 2025

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AI/ML + Products + Agentic AI + Private AI Networks + startups admin

Large Language Model Training in Distributed Environments: Part 1

The rapid evolution of Large Language Models (LLMs) has pushed the boundaries of computational demands, making distributed training an indispensable technique. These models, often comprising billions or even trillions of parameters, frequently exceed the memory capacity of a single GPU, necessitating their distribution across multiple devices and machines. Furthermore, achieving ...

todayAugust 28, 2025

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AI/ML + Products + Cloud + Agentic AI + Private AI Networks + startups admin

Small Language Models: Revolutionizing AI Deployment: Part 1

The landscape of artificial intelligence is rapidly evolving, with a significant shift from purely cloud-based large language models (LLMs) to more efficient, localized small language models (SLMs) operating on edge devices. This paradigm shift is driven by the imperative to reduce latency, enhance privacy, lower operational costs, and foster more ...

todayFebruary 12, 2025

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Products + Cyber security + Agentic AI + Private AI Networks + startups + AI/ML admin

Private data under risk when using Cloud LLMs

When private users and businesses use Cloud LLMs, the following processes run behind the scene: Scared sharing personal, business data to Cloud LLMs and loosing control on your core Knowledge base ? The Spartan AI is the answer ! Its Private AI Networks Platform automatically provisions LLMs and AI Agents ...

todayJanuary 30, 2025

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PR + Agentic AI + Private AI Networks + startups + AI/ML + Products admin

The Spartan AI to launch Model Router Platform for Private AI Networks and Agents

For immediate release. Tampa, Florida, January 30, 2025 – The Spartan AI, a leading provider of Private AI Networks and Agents, today announced that a launch of its Model Router platform, a groundbreaking technology designed to empower security, privacy and accessibility, scheduled for Q2 2025. About The Spartan AI Platform ...

todayJanuary 11, 2025

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Cyber security + Agentic AI + Private AI Networks + Exhibitions + startups + AI/ML + Products admin

AI commerzialization just begun- CES-2025

The AI/ML commercialization just begun. We’ve seen several big announcements at CES-2025. Laptops announced at CES-2025 are packed with powerful CPUs, GPUs, NPUs, and AI capabilities. Let’s dive into some of the latest models. Intel-based Laptops AMD-based Laptops Nvidia-based and Nvidia GPU powered Laptops What conclusion we can make from ...

todayDecember 21, 2024

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Agentic AI + Global news + Private AI Networks + Exhibitions + startups + AI/ML + Products + Cyber security + AIML regulatory and compliance admin

CES-2025

CES 2025 is coming! Spartan team headed by its CEO, Tanya Yakhontova, will be attending CES 2025 in Las Vegas on January 7-10:https://www.ces.tech/ Interested in a meeting to know more how Private AI Networks can be provisioned to local Endpoints ? Whether you’re curious about AI trends or want to ...

todayAugust 27, 2024

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Private AI Networks + startups + AI/ML + Products admin

AI/ML Model provisioning to System-On-Chip systems

SpartanShield brings AI/ML Model Routing Platform to System-On-Chip solutions. The Platform orchestrates provisioning of AI/ML models from Enterprise Private AI Networks serving as model repository. The SoC includes InnoPhase IoT Talaria TWO™ ultra-low power Wi-Fi module and Ingenic’s T31 Video Processor with deep learning algorithms to create a cutting-edge solution. ...