Venelin Valkov
Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune
Master fine-tuning techniques for Llama 3.2 using torchtune, focusing on sentiment analysis for mental health data with practical implementation steps on a single GPU.
YouTube22 minutesSelf-pacedFree video
CNCF [Cloud Native Computing Foundation]
Platform Performance Optimization for AI - A Resource Management Perspective
Discover practical techniques for optimizing AI platform performance through systematic resource management, from instrumentation and data gathering to visualization and throughput optimization.
YouTube31 minutesSelf-pacedFree video
USENIX
Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault Injection
Explore FrameFlip, a groundbreaking attack method that depletes DNN model inference through single-bit fault injections, demonstrating universal effectiveness across major machine learning frameworks.
YouTube12 minutesSelf-pacedFree video