Build your Private AI Networks and Own your Knowledge Base
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Build your Private AI Networks and Own your Knowledge Base
No vendor lock-in with Private AI
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The Spartan AI Roadmap
Initial production release within 1-2 months based upon received feedback from alpha, beta testing. The 1st production release includes the following features. 1. Endpoint types supported: 2. Automated provisioning of open source models to supported types of Endpoints. 3. The Spartan API for Platform integration with 3rd parties. 4. Device ...
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The Spartan AI builds Trust for AI/ML workloads
Context We’ll discuss the growing field of Confidential Computing (CC), focusing on hardware-based security for artificial intelligence (AI) and virtual machine (VM) workloads. We’ll explain how The Spartan AI Platform and technologies like AMD SEV-SNP, Intel TDX, and Arm CCA (Confidential Compute Architecture) create Trusted Execution Environments (TEEs) to protect ...
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LLM inference in distributed environments – architecture, implementation and best practices: Part 1
In this article we detail the architecture, implementation, and best practices for serving LLMs in distributed environments, drawing on recent advancements and opportunities. 1. Introduction Large Language Models (LLMs) have seen an immense surge in popularity since the release of ChatGPT. This has led to a growing demand for LLM-powered ...
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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 ...
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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 ...
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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 ...
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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 ...
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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 ...
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Build your Private AI Networks and Own your Knowledge Base
No vendor lock-in with Private AI
