AI / ML Enablement
Additional Information
The primary value of aiDAPTIV+ is the ability to fine-tune massive models (e.g., Llama-3 70B) on a local workstation, providing closed-loop security and full model control.
Press Release - October 28, 2025:
Phison and RedData Announce Availability of aiDAPTIV+ Solutions for U.S. Federal Classified AI Programs at NVIDIA GTC Washington, D.C.
aiDAPTIV+ is a hybrid hardware and software solution designed to make LLM training and fine-tuning accessible using standard workstation hardware. It effectively overcomes the memory limitations of consumer and professional GPUs by using high-speed SSDs as an extension of GPU Video RAM (VRAM).
RedData partners with Phison Electronics to enable cost effective local solutions focused on local or on-premisses AI/ML use cases. Using laptop or desktop solutions with aiDAPTIV+ is about privacy, accessibility, and lower cost: it enables off-line training and model fine-tuning.
Local LLM Deployment with aiDAPTIV+
Using Large Language Models (LLMs) in the cloud introduces privacy risks primarily as users relinquish control over their data, sending sensitive information to external servers where it may be used in to train future model iterations. It creates a "black box" environment where proprietary code, trade secrets, or personally identifiable information (PII) can be leaked into the public domain or exposed to others through future model outputs. While cloud solutions offer high-speed "brute force" processing, deployments using local resources prioritizes security and data privacy for organizations that cannot risk data exposure.
Background
AI/ML and Privacy Challenges
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