GVProf: A Value Profiler for GPU-based Clusters

Boost Valheim's FPS to forge a smoother Viking journey!

Fast waifu2x converter with GPU optimization

Fast waifu2x converter with GPU optimization

The GPU Optimizer for ML Models enhances GPU performance for machine learning. It offers advanced scheduling, real-time monitoring, and efficient resource management through a user-friendly web interface and robust API, integrating big data technologies for seamless data processing and model optimization. @NVIDIA

Repository for the Computational Astrophysics course - 2023 - UniPD

Claymore Dual Miner allows simultaneous mining of multiple cryptocurrencies, optimizing your mining profits while efficiently using GPU resources. ⛏️💰

📚 Enterprise NLP systems and LLM applications. Features custom language model implementations, distributed training pipelines, and efficient inference systems. 🔤

End-to-end fine-tuning of Hugging Face models using LoRA, QLoRA, quantization, and PEFT techniques. Optimized for low-memory with efficient model deployment

Optimizing PyTorch Model Training by Wrapping Memory Mapped Tensors on Nvidia GPUs with TensorDict.

Parallel N-Body algorithm with CUDA. Modern Computing for Physics - 2025 - UniPD

Traffic sign recognition using deep learning. Implemented and compared custom CNN and transfer learning models (ResNet50, MobileNetV2) with comprehensive evaluation metrics. Achieved 98.8% accuracy with a focus on real-world efficiency.

Small collection of Jupyter Notebooks, covering different topics I find interesting.

📚 Enterprise NLP systems and LLM applications. Features custom language model implementations, distributed training pipelines, and efficient inference systems. 🔤

📱 Optimized ML for edge devices. Showcasing efficient model deployment, GPU-CPU memory transfer optimization, and real-world edge AI applications. 🤖

Optimizing PyTorch Model Training by Wrapping Memory Mapped Tensors on an Nvidia GPU with TensorDict.