IEEE

MORS: Traffic-Aware Routing based on Temporal Attributes for Model Training Clusters

Abstract: To train large AI models, clusters are constructed with abundant connectivity and bandwidth; but the commodity protocol ECMP and recent proposals fail to fully utilize the network bandwidth ...
IEEE

Secure Transfer Learning: Training Clean Model Against Backdoor in Pre-Trained Encoder and Downstream Dataset

Abstract: Transfer learning from pre-trained encoders has become essential in modern machine learning, enabling efficient model adaptation across diverse tasks. However, this combination of ...
GitHub

Seeking Optimization Help for Lora Training on RTX 3090 (24GB VRAM) - Out of Memory Error with 2.2 Model My Environment & Goal:

I am running Lora training using an NVIDIA RTX 3090 with 24GB of VRAM. I am using the Ostrich-AI Toolkit environment and aiming to train a Lora on a Stable Diffusion 2.2 base model. The Problem (The ...
MassDevice

Stryker to roll out training center model in Ireland with first in Limerick

Stryker (NYSE: SYK) + announced that it plans to bring a Training Centre of Excellence model to sites across Ireland, beginning in Limerick. The company developed this model with the support of the ...