Below are the instructions for using the LLM-Pruner method to perform structured pruning and LoRA finetuning on Qwen2.5-3B and SmolVLM-500M-Instruct models. python ...

Abstract: Federated learning (FL) is a distributed learning setting that can handle the privacy data challenge. However, FL encounters two main bottlenecks: communication cost and Non Independent and ...

Abstract: The efficacy of machine learning across scientific and industrial domains hinges critically on hyperparameter configuration, a process that dominates model performance yet remains ...

Enterprise-grade ICT infrastructure monitoring and security operations platform with Splunk. Demonstrates threat detection, Kenya Data Protection Act 2019 compliance, and 80% false positive reduction ...